{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}/Users/sungkim/Library/CloudStorage/Dropbox/KimPelc_Concentration/replication/dataverse/KimPelc_IO_Main.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res} 1 Oct 2025, 19:26:27

{com}. do "/var/folders/3t/z4x050w9659c2d0pz331232w0000gn/T//SD19571.000000"
{txt}
{com}. *************************
. **** Main Manuscript ****
. *************************
. 
. *ssc install schemepack /* for figure 4 */
. *ssc install estout /* for tables */
. 
. *************************
. **** Table 1 ****
. *************************
. 
. * Table 1: Trade Shocks to Industrial Hubs, Peer Networks and Political Responsibility 
. 
. use "KimPelc_IO_Dynata.dta", clear
{txt}
{com}. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg pols_responsible hub_taa10 nhub_taa10 age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}F(21, 279)        =  {res}     7.20
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1512
                                                {txt}Root MSE          =    {res}  2.573

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa10 {c |}{col 17}{res}{space 2} .0121287{col 29}{space 2} .0055071{col 40}{space 1}    2.20{col 49}{space 3}0.028{col 57}{space 4} .0012879{col 70}{space 3} .0229694
{txt}{space 5}nhub_taa10 {c |}{col 17}{res}{space 2}  .002338{col 29}{space 2} .0038633{col 40}{space 1}    0.61{col 49}{space 3}0.546{col 57}{space 4} -.005267{col 70}{space 3}  .009943
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0296067{col 29}{space 2} .0052403{col 40}{space 1}   -5.65{col 49}{space 3}0.000{col 57}{space 4}-.0399222{col 70}{space 3}-.0192912
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1300299{col 29}{space 2} .1873606{col 40}{space 1}    0.69{col 49}{space 3}0.488{col 57}{space 4}-.2387901{col 70}{space 3} .4988498
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.285695{col 29}{space 2} .7810794{col 40}{space 1}   -1.65{col 49}{space 3}0.101{col 57}{space 4}-2.823252{col 70}{space 3} .2518624
{txt}{space 10}black {c |}{col 17}{res}{space 2} .1415478{col 29}{space 2} .2964254{col 40}{space 1}    0.48{col 49}{space 3}0.633{col 57}{space 4}-.4419665{col 70}{space 3}  .725062
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0021113{col 29}{space 2} .4389517{col 40}{space 1}    0.00{col 49}{space 3}0.996{col 57}{space 4}-.8619665{col 70}{space 3} .8661891
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.5699045{col 29}{space 2} .4963921{col 40}{space 1}   -1.15{col 49}{space 3}0.252{col 57}{space 4}-1.547054{col 70}{space 3} .4072449
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.6174441{col 29}{space 2} .1626638{col 40}{space 1}   -3.80{col 49}{space 3}0.000{col 57}{space 4}-.9376483{col 70}{space 3}-.2972398
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4594167{col 29}{space 2} .2064359{col 40}{space 1}    2.23{col 49}{space 3}0.027{col 57}{space 4} .0530469{col 70}{space 3} .8657864
{txt}income_relative {c |}{col 17}{res}{space 2} .2608377{col 29}{space 2} .0621986{col 40}{space 1}    4.19{col 49}{space 3}0.000{col 57}{space 4} .1383995{col 70}{space 3} .3832759
{txt}{space 12}gop {c |}{col 17}{res}{space 2} -.188621{col 29}{space 2} .2402052{col 40}{space 1}   -0.79{col 49}{space 3}0.433{col 57}{space 4}-.6614657{col 70}{space 3} .2842236
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1464486{col 29}{space 2}   .21032{col 40}{space 1}    0.70{col 49}{space 3}0.487{col 57}{space 4}-.2675671{col 70}{space 3} .5604642
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2865818{col 29}{space 2} .5171644{col 40}{space 1}   -0.55{col 49}{space 3}0.580{col 57}{space 4}-1.304622{col 70}{space 3}  .731458
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.1964434{col 29}{space 2} .5058094{col 40}{space 1}   -0.39{col 49}{space 3}0.698{col 57}{space 4}-1.192131{col 70}{space 3} .7992441
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1942283{col 29}{space 2} .5876453{col 40}{space 1}   -0.33{col 49}{space 3}0.741{col 57}{space 4} -1.35101{col 70}{space 3} .9625532
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0834947{col 29}{space 2} .5103944{col 40}{space 1}    0.16{col 49}{space 3}0.870{col 57}{space 4}-.9212183{col 70}{space 3} 1.088208
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.3288805{col 29}{space 2} .6446138{col 40}{space 1}   -0.51{col 49}{space 3}0.610{col 57}{space 4}-1.597805{col 70}{space 3} .9400437
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2190798{col 29}{space 2} .5325674{col 40}{space 1}   -0.41{col 49}{space 3}0.681{col 57}{space 4} -1.26744{col 70}{space 3} .8292808
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.5601817{col 29}{space 2} .6802255{col 40}{space 1}   -0.82{col 49}{space 3}0.411{col 57}{space 4}-1.899208{col 70}{space 3} .7788443
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .9695643{col 29}{space 2} .7189698{col 40}{space 1}    1.35{col 49}{space 3}0.179{col 57}{space 4}  -.44573{col 70}{space 3} 2.384859
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.106345{col 29}{space 2} .6511182{col 40}{space 1}    9.38{col 49}{space 3}0.000{col 57}{space 4} 4.824617{col 70}{space 3} 7.388074
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg pols_responsible hub_taa10 nhub_taa10 age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}{help j_robustsingular:F(66, 279) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2012
                                                {txt}Root MSE          =    {res} 2.5493

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa10 {c |}{col 17}{res}{space 2} .0130497{col 29}{space 2} .0074396{col 40}{space 1}    1.75{col 49}{space 3}0.081{col 57}{space 4}-.0015952{col 70}{space 3} .0276946
{txt}{space 5}nhub_taa10 {c |}{col 17}{res}{space 2} .0020453{col 29}{space 2} .0042224{col 40}{space 1}    0.48{col 49}{space 3}0.628{col 57}{space 4}-.0062664{col 70}{space 3}  .010357
{txt}{space 12}age {c |}{col 17}{res}{space 2} -.031082{col 29}{space 2} .0054951{col 40}{space 1}   -5.66{col 49}{space 3}0.000{col 57}{space 4}-.0418991{col 70}{space 3}-.0202649
{txt}{space 11}male {c |}{col 17}{res}{space 2} .0782146{col 29}{space 2} .1886402{col 40}{space 1}    0.41{col 49}{space 3}0.679{col 57}{space 4}-.2931243{col 70}{space 3} .4495535
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.164816{col 29}{space 2} .7633883{col 40}{space 1}   -1.53{col 49}{space 3}0.128{col 57}{space 4}-2.667548{col 70}{space 3} .3379162
{txt}{space 10}black {c |}{col 17}{res}{space 2} .1092615{col 29}{space 2} .3105671{col 40}{space 1}    0.35{col 49}{space 3}0.725{col 57}{space 4}-.5020909{col 70}{space 3} .7206139
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2}-.0044852{col 29}{space 2} .4220296{col 40}{space 1}   -0.01{col 49}{space 3}0.992{col 57}{space 4}-.8352518{col 70}{space 3} .8262813
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.4698177{col 29}{space 2} .4839654{col 40}{space 1}   -0.97{col 49}{space 3}0.333{col 57}{space 4}-1.422505{col 70}{space 3} .4828696
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.3234923{col 29}{space 2} .1816498{col 40}{space 1}   -1.78{col 49}{space 3}0.076{col 57}{space 4}-.6810705{col 70}{space 3} .0340859
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .5100712{col 29}{space 2} .2239126{col 40}{space 1}    2.28{col 49}{space 3}0.023{col 57}{space 4} .0692987{col 70}{space 3} .9508438
{txt}income_relative {c |}{col 17}{res}{space 2} .2059169{col 29}{space 2} .0560378{col 40}{space 1}    3.67{col 49}{space 3}0.000{col 57}{space 4} .0956064{col 70}{space 3} .3162274
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3097244{col 29}{space 2}  .233921{col 40}{space 1}   -1.32{col 49}{space 3}0.187{col 57}{space 4}-.7701987{col 70}{space 3} .1507499
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .0963246{col 29}{space 2} .2100303{col 40}{space 1}    0.46{col 49}{space 3}0.647{col 57}{space 4}-.3171208{col 70}{space 3} .5097699
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3150679{col 29}{space 2} .4966345{col 40}{space 1}   -0.63{col 49}{space 3}0.526{col 57}{space 4}-1.292694{col 70}{space 3} .6625587
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3487589{col 29}{space 2} .4899459{col 40}{space 1}   -0.71{col 49}{space 3}0.477{col 57}{space 4}-1.313219{col 70}{space 3} .6157012
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.3335694{col 29}{space 2} .5712588{col 40}{space 1}   -0.58{col 49}{space 3}0.560{col 57}{space 4}-1.458094{col 70}{space 3} .7909554
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0065268{col 29}{space 2} .4902664{col 40}{space 1}    0.01{col 49}{space 3}0.989{col 57}{space 4}-.9585641{col 70}{space 3} .9716177
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.4986864{col 29}{space 2} .6582761{col 40}{space 1}   -0.76{col 49}{space 3}0.449{col 57}{space 4}-1.794505{col 70}{space 3} .7971321
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.3592136{col 29}{space 2} .5038033{col 40}{space 1}   -0.71{col 49}{space 3}0.476{col 57}{space 4}-1.350952{col 70}{space 3} .6325248
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.6459449{col 29}{space 2} .6730084{col 40}{space 1}   -0.96{col 49}{space 3}0.338{col 57}{space 4}-1.970764{col 70}{space 3} .6788743
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .5756122{col 29}{space 2} .6145881{col 40}{space 1}    0.94{col 49}{space 3}0.350{col 57}{space 4}-.6342064{col 70}{space 3} 1.785431
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} 1.515158{col 29}{space 2} .5018076{col 40}{space 1}    3.02{col 49}{space 3}0.003{col 57}{space 4} .5273478{col 70}{space 3} 2.502967
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} 1.072312{col 29}{space 2} .9483514{col 40}{space 1}    1.13{col 49}{space 3}0.259{col 57}{space 4}-.7945204{col 70}{space 3} 2.939145
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .6508833{col 29}{space 2} .7637725{col 40}{space 1}    0.85{col 49}{space 3}0.395{col 57}{space 4}-.8526052{col 70}{space 3} 2.154372
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2}  1.34505{col 29}{space 2} .3713543{col 40}{space 1}    3.62{col 49}{space 3}0.000{col 57}{space 4} .6140381{col 70}{space 3} 2.076062
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2} .1042407{col 29}{space 2} .4408485{col 40}{space 1}    0.24{col 49}{space 3}0.813{col 57}{space 4}-.7635709{col 70}{space 3} .9720523
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2} .9515818{col 29}{space 2} .4411314{col 40}{space 1}    2.16{col 49}{space 3}0.032{col 57}{space 4} .0832133{col 70}{space 3}  1.81995
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.3742732{col 29}{space 2} 1.265299{col 40}{space 1}   -0.30{col 49}{space 3}0.768{col 57}{space 4}-2.865018{col 70}{space 3} 2.116471
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.063316{col 29}{space 2} 1.431217{col 40}{space 1}   -1.44{col 49}{space 3}0.151{col 57}{space 4}-4.880672{col 70}{space 3} .7540392
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}  .100308{col 29}{space 2}  1.01399{col 40}{space 1}    0.10{col 49}{space 3}0.921{col 57}{space 4}-1.895735{col 70}{space 3} 2.096351
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.223862{col 29}{space 2} .3348912{col 40}{space 1}  -12.61{col 49}{space 3}0.000{col 57}{space 4}-4.883096{col 70}{space 3}-3.564627
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2} .1876326{col 29}{space 2} .5627557{col 40}{space 1}    0.33{col 49}{space 3}0.739{col 57}{space 4}-.9201538{col 70}{space 3} 1.295419
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.3593477{col 29}{space 2} .4820631{col 40}{space 1}   -0.75{col 49}{space 3}0.457{col 57}{space 4} -1.30829{col 70}{space 3}  .589595
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.5902058{col 29}{space 2} .9670936{col 40}{space 1}   -0.61{col 49}{space 3}0.542{col 57}{space 4}-2.493933{col 70}{space 3} 1.313521
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .3139759{col 29}{space 2} .4942292{col 40}{space 1}    0.64{col 49}{space 3}0.526{col 57}{space 4}-.6589158{col 70}{space 3} 1.286868
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} 1.543532{col 29}{space 2} .8308586{col 40}{space 1}    1.86{col 49}{space 3}0.064{col 57}{space 4}-.0920157{col 70}{space 3}  3.17908
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .8221063{col 29}{space 2} .7602008{col 40}{space 1}    1.08{col 49}{space 3}0.280{col 57}{space 4}-.6743515{col 70}{space 3} 2.318564
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2} 3.570138{col 29}{space 2} .1176586{col 40}{space 1}   30.34{col 49}{space 3}0.000{col 57}{space 4} 3.338527{col 70}{space 3}  3.80175
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} 1.509862{col 29}{space 2} .5871442{col 40}{space 1}    2.57{col 49}{space 3}0.011{col 57}{space 4} .3540667{col 70}{space 3} 2.665657
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.763572{col 29}{space 2} .5139905{col 40}{space 1}    9.27{col 49}{space 3}0.000{col 57}{space 4}  3.75178{col 70}{space 3} 5.775364
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2} .2132406{col 29}{space 2} .5834715{col 40}{space 1}    0.37{col 49}{space 3}0.715{col 57}{space 4}-.9353249{col 70}{space 3} 1.361806
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-.8573938{col 29}{space 2} .6390118{col 40}{space 1}   -1.34{col 49}{space 3}0.181{col 57}{space 4}-2.115291{col 70}{space 3}  .400503
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2} -.787552{col 29}{space 2} .5768946{col 40}{space 1}   -1.37{col 49}{space 3}0.173{col 57}{space 4}-1.923171{col 70}{space 3} .3480668
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.2104844{col 29}{space 2} 1.496893{col 40}{space 1}   -0.14{col 49}{space 3}0.888{col 57}{space 4}-3.157122{col 70}{space 3} 2.736153
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 2.867617{col 29}{space 2} .4254193{col 40}{space 1}    6.74{col 49}{space 3}0.000{col 57}{space 4} 2.030178{col 70}{space 3} 3.705056
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.0730809{col 29}{space 2} .6629778{col 40}{space 1}   -0.11{col 49}{space 3}0.912{col 57}{space 4}-1.378155{col 70}{space 3} 1.231993
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2}  1.95327{col 29}{space 2} .5813396{col 40}{space 1}    3.36{col 49}{space 3}0.001{col 57}{space 4} .8089009{col 70}{space 3} 3.097638
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 2.059773{col 29}{space 2}  .575586{col 40}{space 1}    3.58{col 49}{space 3}0.000{col 57}{space 4} .9267306{col 70}{space 3} 3.192816
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.7401855{col 29}{space 2} .4992839{col 40}{space 1}   -1.48{col 49}{space 3}0.139{col 57}{space 4}-1.723027{col 70}{space 3} .2426565
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} 1.478839{col 29}{space 2} .5633267{col 40}{space 1}    2.63{col 49}{space 3}0.009{col 57}{space 4} .3699289{col 70}{space 3}  2.58775
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2} .7012367{col 29}{space 2} .5747763{col 40}{space 1}    1.22{col 49}{space 3}0.223{col 57}{space 4}-.4302123{col 70}{space 3} 1.832686
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.397389{col 29}{space 2} .6373513{col 40}{space 1}    3.76{col 49}{space 3}0.000{col 57}{space 4} 1.142761{col 70}{space 3} 3.652017
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.5599791{col 29}{space 2} .6626166{col 40}{space 1}   -0.85{col 49}{space 3}0.399{col 57}{space 4}-1.864342{col 70}{space 3} .7443837
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.7411252{col 29}{space 2} 2.510805{col 40}{space 1}   -0.30{col 49}{space 3}0.768{col 57}{space 4}-5.683653{col 70}{space 3} 4.201403
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.1065815{col 29}{space 2} .6462885{col 40}{space 1}   -0.16{col 49}{space 3}0.869{col 57}{space 4}-1.378802{col 70}{space 3} 1.165639
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.1985366{col 29}{space 2} .4797567{col 40}{space 1}   -0.41{col 49}{space 3}0.679{col 57}{space 4}-1.142939{col 70}{space 3} .7458659
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-.5073936{col 29}{space 2} .8644879{col 40}{space 1}   -0.59{col 49}{space 3}0.558{col 57}{space 4}-2.209141{col 70}{space 3} 1.194354
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.799958{col 29}{space 2} .9060505{col 40}{space 1}    1.99{col 49}{space 3}0.048{col 57}{space 4} .0163952{col 70}{space 3} 3.583521
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .7554635{col 29}{space 2} .6081193{col 40}{space 1}    1.24{col 49}{space 3}0.215{col 57}{space 4}-.4416212{col 70}{space 3} 1.952548
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5565472{col 29}{space 2} .2495356{col 40}{space 1}    2.23{col 49}{space 3}0.027{col 57}{space 4} .0653357{col 70}{space 3} 1.047759
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .9353393{col 29}{space 2} .7202399{col 40}{space 1}    1.30{col 49}{space 3}0.195{col 57}{space 4}-.4824552{col 70}{space 3} 2.353134
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.381734{col 29}{space 2} .2652952{col 40}{space 1}   -8.98{col 49}{space 3}0.000{col 57}{space 4}-2.903969{col 70}{space 3}  -1.8595
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2} .0837394{col 29}{space 2} .2674088{col 40}{space 1}    0.31{col 49}{space 3}0.754{col 57}{space 4}-.4426556{col 70}{space 3} .6101345
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2} .0447305{col 29}{space 2} .5394003{col 40}{space 1}    0.08{col 49}{space 3}0.934{col 57}{space 4}-1.017081{col 70}{space 3} 1.106542
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .1261455{col 29}{space 2} .3856893{col 40}{space 1}    0.33{col 49}{space 3}0.744{col 57}{space 4}-.6330852{col 70}{space 3} .8853762
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} .0622673{col 29}{space 2} .4025517{col 40}{space 1}    0.15{col 49}{space 3}0.877{col 57}{space 4}-.7301569{col 70}{space 3} .8546916
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2} .3396539{col 29}{space 2} .7320975{col 40}{space 1}    0.46{col 49}{space 3}0.643{col 57}{space 4}-1.101482{col 70}{space 3}  1.78079
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} .0901748{col 29}{space 2} .9146144{col 40}{space 1}    0.10{col 49}{space 3}0.922{col 57}{space 4}-1.710246{col 70}{space 3} 1.890596
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .6686783{col 29}{space 2}  .844376{col 40}{space 1}    0.79{col 49}{space 3}0.429{col 57}{space 4}-.9934784{col 70}{space 3} 2.330835
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2} -1.44596{col 29}{space 2} .7960196{col 40}{space 1}   -1.82{col 49}{space 3}0.070{col 57}{space 4}-3.012927{col 70}{space 3} .1210075
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.2219377{col 29}{space 2} .8453267{col 40}{space 1}   -0.26{col 49}{space 3}0.793{col 57}{space 4}-1.885966{col 70}{space 3}  1.44209
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.214886{col 29}{space 2} .5026467{col 40}{space 1}   -2.42{col 49}{space 3}0.016{col 57}{space 4}-2.204347{col 70}{space 3}-.2254242
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-.7853546{col 29}{space 2} 1.124896{col 40}{space 1}   -0.70{col 49}{space 3}0.486{col 57}{space 4}-2.999716{col 70}{space 3} 1.429007
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2} .2070264{col 29}{space 2} .5404525{col 40}{space 1}    0.38{col 49}{space 3}0.702{col 57}{space 4} -.856856{col 70}{space 3} 1.270909
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.4157997{col 29}{space 2} .5210117{col 40}{space 1}   -0.80{col 49}{space 3}0.426{col 57}{space 4}-1.441413{col 70}{space 3} .6098136
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-.8396698{col 29}{space 2}  .491763{col 40}{space 1}   -1.71{col 49}{space 3}0.089{col 57}{space 4}-1.807707{col 70}{space 3} .1283672
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.3944014{col 29}{space 2} .4997065{col 40}{space 1}   -0.79{col 49}{space 3}0.431{col 57}{space 4}-1.378075{col 70}{space 3} .5892723
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.0889041{col 29}{space 2} .4511785{col 40}{space 1}   -0.20{col 49}{space 3}0.844{col 57}{space 4}-.9770504{col 70}{space 3} .7992423
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.531867{col 29}{space 2} .2740834{col 40}{space 1}    9.24{col 49}{space 3}0.000{col 57}{space 4} 1.992333{col 70}{space 3} 3.071401
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.631492{col 29}{space 2} .7168681{col 40}{space 1}    9.25{col 49}{space 3}0.000{col 57}{space 4} 5.220335{col 70}{space 3} 8.042649
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg pols_responsible log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,437
                                                {txt}F(20, 288)        =  {res}    12.36
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1818
                                                {txt}Root MSE          =    {res} 2.5185

{txt}{ralign 81:(Std. Err. adjusted for {res:289} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6442496{col 29}{space 2} .1029752{col 40}{space 1}    6.26{col 49}{space 3}0.000{col 57}{space 4} .4415703{col 70}{space 3} .8469289
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0248184{col 29}{space 2} .0053186{col 40}{space 1}   -4.67{col 49}{space 3}0.000{col 57}{space 4}-.0352867{col 70}{space 3}-.0143502
{txt}{space 11}male {c |}{col 17}{res}{space 2} .2133409{col 29}{space 2} .1648831{col 40}{space 1}    1.29{col 49}{space 3}0.197{col 57}{space 4}-.1111879{col 70}{space 3} .5378696
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.412403{col 29}{space 2} .7537863{col 40}{space 1}   -1.87{col 49}{space 3}0.062{col 57}{space 4}-2.896032{col 70}{space 3}  .071226
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2342533{col 29}{space 2} .2656005{col 40}{space 1}    0.88{col 49}{space 3}0.379{col 57}{space 4}-.2885108{col 70}{space 3} .7570175
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .1367412{col 29}{space 2} .4208289{col 40}{space 1}    0.32{col 49}{space 3}0.745{col 57}{space 4}-.6915491{col 70}{space 3} .9650314
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.3096859{col 29}{space 2}  .399474{col 40}{space 1}   -0.78{col 49}{space 3}0.439{col 57}{space 4}-1.095945{col 70}{space 3} .4765728
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.5987545{col 29}{space 2} .1560801{col 40}{space 1}   -3.84{col 49}{space 3}0.000{col 57}{space 4}-.9059569{col 70}{space 3} -.291552
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .3792356{col 29}{space 2} .2006866{col 40}{space 1}    1.89{col 49}{space 3}0.060{col 57}{space 4}-.0157629{col 70}{space 3} .7742341
{txt}income_relative {c |}{col 17}{res}{space 2} .1904475{col 29}{space 2} .0450559{col 40}{space 1}    4.23{col 49}{space 3}0.000{col 57}{space 4} .1017669{col 70}{space 3}  .279128
{txt}{space 12}gop {c |}{col 17}{res}{space 2} -.237727{col 29}{space 2} .2265904{col 40}{space 1}   -1.05{col 49}{space 3}0.295{col 57}{space 4}-.6837102{col 70}{space 3} .2082562
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1339388{col 29}{space 2} .2011227{col 40}{space 1}    0.67{col 49}{space 3}0.506{col 57}{space 4}-.2619179{col 70}{space 3} .5297955
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2953532{col 29}{space 2} .4694719{col 40}{space 1}   -0.63{col 49}{space 3}0.530{col 57}{space 4}-1.219384{col 70}{space 3} .6286779
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.2117635{col 29}{space 2} .4714496{col 40}{space 1}   -0.45{col 49}{space 3}0.654{col 57}{space 4}-1.139687{col 70}{space 3} .7161602
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1093945{col 29}{space 2} .5512231{col 40}{space 1}   -0.20{col 49}{space 3}0.843{col 57}{space 4}-1.194331{col 70}{space 3} .9755421
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .1026611{col 29}{space 2} .4717807{col 40}{space 1}    0.22{col 49}{space 3}0.828{col 57}{space 4}-.8259143{col 70}{space 3} 1.031236
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.3631736{col 29}{space 2} .5801625{col 40}{space 1}   -0.63{col 49}{space 3}0.532{col 57}{space 4} -1.50507{col 70}{space 3} .7787227
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2787518{col 29}{space 2} .5011616{col 40}{space 1}   -0.56{col 49}{space 3}0.578{col 57}{space 4}-1.265156{col 70}{space 3} .7076521
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.6313291{col 29}{space 2}  .658198{col 40}{space 1}   -0.96{col 49}{space 3}0.338{col 57}{space 4}-1.926818{col 70}{space 3} .6641594
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .4721956{col 29}{space 2} .5288191{col 40}{space 1}    0.89{col 49}{space 3}0.373{col 57}{space 4}-.5686448{col 70}{space 3} 1.513036
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.095835{col 29}{space 2} .5713917{col 40}{space 1}   10.67{col 49}{space 3}0.000{col 57}{space 4} 4.971202{col 70}{space 3} 7.220468
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg pols_responsible log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,437
                                                {txt}{help j_robustsingular:F(65, 288) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2241
                                                {txt}Root MSE          =    {res} 2.5045

{txt}{ralign 81:(Std. Err. adjusted for {res:289} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6182962{col 29}{space 2} .1102946{col 40}{space 1}    5.61{col 49}{space 3}0.000{col 57}{space 4} .4012106{col 70}{space 3} .8353819
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0273796{col 29}{space 2} .0054898{col 40}{space 1}   -4.99{col 49}{space 3}0.000{col 57}{space 4}-.0381849{col 70}{space 3}-.0165744
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1606569{col 29}{space 2} .1721139{col 40}{space 1}    0.93{col 49}{space 3}0.351{col 57}{space 4}-.1781038{col 70}{space 3} .4994175
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.278981{col 29}{space 2} .7370774{col 40}{space 1}   -1.74{col 49}{space 3}0.084{col 57}{space 4}-2.729722{col 70}{space 3} .1717609
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2042561{col 29}{space 2} .2948135{col 40}{space 1}    0.69{col 49}{space 3}0.489{col 57}{space 4}-.3760063{col 70}{space 3} .7845184
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0287756{col 29}{space 2} .4180444{col 40}{space 1}    0.07{col 49}{space 3}0.945{col 57}{space 4}-.7940341{col 70}{space 3} .8515853
{txt}{space 10}asian {c |}{col 17}{res}{space 2} -.325781{col 29}{space 2} .4430131{col 40}{space 1}   -0.74{col 49}{space 3}0.463{col 57}{space 4}-1.197735{col 70}{space 3} .5461729
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.3718479{col 29}{space 2} .1782151{col 40}{space 1}   -2.09{col 49}{space 3}0.038{col 57}{space 4}-.7226172{col 70}{space 3}-.0210787
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4523194{col 29}{space 2}  .215624{col 40}{space 1}    2.10{col 49}{space 3}0.037{col 57}{space 4} .0279207{col 70}{space 3}  .876718
{txt}income_relative {c |}{col 17}{res}{space 2} .1598607{col 29}{space 2} .0492119{col 40}{space 1}    3.25{col 49}{space 3}0.001{col 57}{space 4} .0630002{col 70}{space 3} .2567213
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3192395{col 29}{space 2} .2216224{col 40}{space 1}   -1.44{col 49}{space 3}0.151{col 57}{space 4}-.7554445{col 70}{space 3} .1169656
{txt}{space 12}dem {c |}{col 17}{res}{space 2}  .103853{col 29}{space 2} .2016682{col 40}{space 1}    0.51{col 49}{space 3}0.607{col 57}{space 4}-.2930776{col 70}{space 3} .5007835
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3290167{col 29}{space 2} .4572891{col 40}{space 1}   -0.72{col 49}{space 3}0.472{col 57}{space 4}-1.229069{col 70}{space 3} .5710358
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3311476{col 29}{space 2}  .465883{col 40}{space 1}   -0.71{col 49}{space 3}0.478{col 57}{space 4}-1.248115{col 70}{space 3} .5858197
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.2558957{col 29}{space 2} .5414415{col 40}{space 1}   -0.47{col 49}{space 3}0.637{col 57}{space 4} -1.32158{col 70}{space 3} .8097885
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0223166{col 29}{space 2} .4591711{col 40}{space 1}    0.05{col 49}{space 3}0.961{col 57}{space 4}-.8814402{col 70}{space 3} .9260733
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.4919498{col 29}{space 2} .5998026{col 40}{space 1}   -0.82{col 49}{space 3}0.413{col 57}{space 4}-1.672502{col 70}{space 3} .6886027
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2} -.415464{col 29}{space 2} .4815281{col 40}{space 1}   -0.86{col 49}{space 3}0.389{col 57}{space 4}-1.363225{col 70}{space 3} .5322965
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.7092354{col 29}{space 2} .6583222{col 40}{space 1}   -1.08{col 49}{space 3}0.282{col 57}{space 4}-2.004968{col 70}{space 3} .5864976
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .3477424{col 29}{space 2} .5214626{col 40}{space 1}    0.67{col 49}{space 3}0.505{col 57}{space 4}-.6786186{col 70}{space 3} 1.374104
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2}  .467744{col 29}{space 2} .4650369{col 40}{space 1}    1.01{col 49}{space 3}0.315{col 57}{space 4}-.4475579{col 70}{space 3} 1.383046
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} .6742751{col 29}{space 2} .9937872{col 40}{space 1}    0.68{col 49}{space 3}0.498{col 57}{space 4}-1.281732{col 70}{space 3} 2.630282
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .4549229{col 29}{space 2} .8273914{col 40}{space 1}    0.55{col 49}{space 3}0.583{col 57}{space 4}-1.173578{col 70}{space 3} 2.083424
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.300026{col 29}{space 2} .3676778{col 40}{space 1}    3.54{col 49}{space 3}0.000{col 57}{space 4} .5763499{col 70}{space 3} 2.023702
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2}-.1196347{col 29}{space 2} .4266273{col 40}{space 1}   -0.28{col 49}{space 3}0.779{col 57}{space 4}-.9593375{col 70}{space 3} .7200682
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2}-.0753198{col 29}{space 2} .4085373{col 40}{space 1}   -0.18{col 49}{space 3}0.854{col 57}{space 4}-.8794173{col 70}{space 3} .7287778
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.5989452{col 29}{space 2} 1.245134{col 40}{space 1}   -0.48{col 49}{space 3}0.631{col 57}{space 4}-3.049662{col 70}{space 3} 1.851772
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.153913{col 29}{space 2} 1.166432{col 40}{space 1}   -1.85{col 49}{space 3}0.066{col 57}{space 4}-4.449725{col 70}{space 3} .1418981
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}-.0563249{col 29}{space 2}  1.00702{col 40}{space 1}   -0.06{col 49}{space 3}0.955{col 57}{space 4}-2.038378{col 70}{space 3} 1.925728
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.127494{col 29}{space 2} .3105226{col 40}{space 1}  -13.29{col 49}{space 3}0.000{col 57}{space 4}-4.738676{col 70}{space 3}-3.516313
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2}-.8903732{col 29}{space 2} .4482276{col 40}{space 1}   -1.99{col 49}{space 3}0.048{col 57}{space 4} -1.77259{col 70}{space 3}-.0081559
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.5425376{col 29}{space 2} .4732712{col 40}{space 1}   -1.15{col 49}{space 3}0.253{col 57}{space 4}-1.474047{col 70}{space 3} .3889713
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.6824411{col 29}{space 2} 1.005411{col 40}{space 1}   -0.68{col 49}{space 3}0.498{col 57}{space 4}-2.661326{col 70}{space 3} 1.296443
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .1777837{col 29}{space 2} .5026735{col 40}{space 1}    0.35{col 49}{space 3}0.724{col 57}{space 4}-.8115959{col 70}{space 3} 1.167163
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2}   .32757{col 29}{space 2} .8123455{col 40}{space 1}    0.40{col 49}{space 3}0.687{col 57}{space 4}-1.271317{col 70}{space 3} 1.926457
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .4619472{col 29}{space 2} .7858154{col 40}{space 1}    0.59{col 49}{space 3}0.557{col 57}{space 4}-1.084722{col 70}{space 3} 2.008617
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2}  3.40186{col 29}{space 2}  .101191{col 40}{space 1}   33.62{col 49}{space 3}0.000{col 57}{space 4} 3.202693{col 70}{space 3} 3.601028
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} .3779071{col 29}{space 2}  .596485{col 40}{space 1}    0.63{col 49}{space 3}0.527{col 57}{space 4}-.7961156{col 70}{space 3}  1.55193
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.481657{col 29}{space 2} .5049532{col 40}{space 1}    8.88{col 49}{space 3}0.000{col 57}{space 4}  3.48779{col 70}{space 3} 5.475524
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2}-.2043725{col 29}{space 2} .5327447{col 40}{space 1}   -0.38{col 49}{space 3}0.702{col 57}{space 4}-1.252939{col 70}{space 3} .8441943
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-1.101647{col 29}{space 2} .6204689{col 40}{space 1}   -1.78{col 49}{space 3}0.077{col 57}{space 4}-2.322876{col 70}{space 3} .1195819
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-1.013604{col 29}{space 2}   .59955{col 40}{space 1}   -1.69{col 49}{space 3}0.092{col 57}{space 4}-2.193659{col 70}{space 3} .1664518
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.6953153{col 29}{space 2} 1.044884{col 40}{space 1}   -0.67{col 49}{space 3}0.506{col 57}{space 4}-2.751893{col 70}{space 3} 1.361262
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 3.177162{col 29}{space 2}  .423818{col 40}{space 1}    7.50{col 49}{space 3}0.000{col 57}{space 4} 2.342988{col 70}{space 3} 4.011335
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.1769603{col 29}{space 2} .6544574{col 40}{space 1}   -0.27{col 49}{space 3}0.787{col 57}{space 4}-1.465086{col 70}{space 3} 1.111166
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} .7716503{col 29}{space 2} .5039275{col 40}{space 1}    1.53{col 49}{space 3}0.127{col 57}{space 4}-.2201975{col 70}{space 3} 1.763498
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 1.930864{col 29}{space 2} .5377123{col 40}{space 1}    3.59{col 49}{space 3}0.000{col 57}{space 4} .8725202{col 70}{space 3} 2.989208
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.6173332{col 29}{space 2} .4634695{col 40}{space 1}   -1.33{col 49}{space 3}0.184{col 57}{space 4} -1.52955{col 70}{space 3} .2948837
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} .2599933{col 29}{space 2}   .48732{col 40}{space 1}    0.53{col 49}{space 3}0.594{col 57}{space 4} -.699167{col 70}{space 3} 1.219154
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2}-.0872431{col 29}{space 2}  .449657{col 40}{space 1}   -0.19{col 49}{space 3}0.846{col 57}{space 4}-.9722738{col 70}{space 3} .7977875
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.088666{col 29}{space 2} .6226162{col 40}{space 1}    3.35{col 49}{space 3}0.001{col 57}{space 4} .8632114{col 70}{space 3} 3.314122
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.8514253{col 29}{space 2} .7053204{col 40}{space 1}   -1.21{col 49}{space 3}0.228{col 57}{space 4}-2.239662{col 70}{space 3} .5368111
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.6907882{col 29}{space 2} 2.505489{col 40}{space 1}   -0.28{col 49}{space 3}0.783{col 57}{space 4}-5.622179{col 70}{space 3} 4.240603
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.3295883{col 29}{space 2} .6757084{col 40}{space 1}   -0.49{col 49}{space 3}0.626{col 57}{space 4}-1.659541{col 70}{space 3} 1.000365
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.3039234{col 29}{space 2} .4744045{col 40}{space 1}   -0.64{col 49}{space 3}0.522{col 57}{space 4}-1.237663{col 70}{space 3} .6298163
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-1.089489{col 29}{space 2} .7529513{col 40}{space 1}   -1.45{col 49}{space 3}0.149{col 57}{space 4}-2.571474{col 70}{space 3} .3924963
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.481829{col 29}{space 2} .9448296{col 40}{space 1}    1.57{col 49}{space 3}0.118{col 57}{space 4}-.3778184{col 70}{space 3} 3.341475
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .6769606{col 29}{space 2} .6267803{col 40}{space 1}    1.08{col 49}{space 3}0.281{col 57}{space 4}-.5566905{col 70}{space 3} 1.910612
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5375979{col 29}{space 2} .2229786{col 40}{space 1}    2.41{col 49}{space 3}0.017{col 57}{space 4} .0987236{col 70}{space 3} .9764722
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .9693499{col 29}{space 2} .6927029{col 40}{space 1}    1.40{col 49}{space 3}0.163{col 57}{space 4}-.3940524{col 70}{space 3} 2.332752
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.342092{col 29}{space 2} .2407317{col 40}{space 1}   -9.73{col 49}{space 3}0.000{col 57}{space 4}-2.815909{col 70}{space 3}-1.868276
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2}-.8223437{col 29}{space 2} .2685772{col 40}{space 1}   -3.06{col 49}{space 3}0.002{col 57}{space 4}-1.350967{col 70}{space 3}-.2937206
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2}-.2509934{col 29}{space 2} .5354403{col 40}{space 1}   -0.47{col 49}{space 3}0.640{col 57}{space 4}-1.304866{col 70}{space 3} .8028789
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .0605121{col 29}{space 2} .3846397{col 40}{space 1}    0.16{col 49}{space 3}0.875{col 57}{space 4}-.6965493{col 70}{space 3} .8175735
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} -.164299{col 29}{space 2} .3851957{col 40}{space 1}   -0.43{col 49}{space 3}0.670{col 57}{space 4}-.9224546{col 70}{space 3} .5938566
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2}-.1485697{col 29}{space 2} .6051789{col 40}{space 1}   -0.25{col 49}{space 3}0.806{col 57}{space 4}-1.339704{col 70}{space 3} 1.042565
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} -.093238{col 29}{space 2} .9174665{col 40}{space 1}   -0.10{col 49}{space 3}0.919{col 57}{space 4}-1.899028{col 70}{space 3} 1.712552
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .4080115{col 29}{space 2} .8282338{col 40}{space 1}    0.49{col 49}{space 3}0.623{col 57}{space 4}-1.222147{col 70}{space 3} 2.038171
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}  -1.6656{col 29}{space 2} .7879693{col 40}{space 1}   -2.11{col 49}{space 3}0.035{col 57}{space 4}-3.216509{col 70}{space 3}-.1146908
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.4876103{col 29}{space 2} .8600618{col 40}{space 1}   -0.57{col 49}{space 3}0.571{col 57}{space 4}-2.180414{col 70}{space 3} 1.205194
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.399594{col 29}{space 2} .4978675{col 40}{space 1}   -2.81{col 49}{space 3}0.005{col 57}{space 4}-2.379514{col 70}{space 3}-.4196737
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-1.067616{col 29}{space 2} 1.035181{col 40}{space 1}   -1.03{col 49}{space 3}0.303{col 57}{space 4}-3.105095{col 70}{space 3} .9698626
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.1503213{col 29}{space 2} .5491999{col 40}{space 1}   -0.27{col 49}{space 3}0.785{col 57}{space 4}-1.231276{col 70}{space 3} .9306333
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.5651211{col 29}{space 2} .5268091{col 40}{space 1}   -1.07{col 49}{space 3}0.284{col 57}{space 4}-1.602005{col 70}{space 3} .4717631
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-1.072888{col 29}{space 2} .4809899{col 40}{space 1}   -2.23{col 49}{space 3}0.026{col 57}{space 4}-2.019589{col 70}{space 3}-.1261867
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.5092359{col 29}{space 2} .4872842{col 40}{space 1}   -1.05{col 49}{space 3}0.297{col 57}{space 4}-1.468326{col 70}{space 3} .4498541
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.4518402{col 29}{space 2} .4326512{col 40}{space 1}   -1.04{col 49}{space 3}0.297{col 57}{space 4}  -1.3034{col 70}{space 3} .3997192
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.307324{col 29}{space 2} .2681021{col 40}{space 1}    8.61{col 49}{space 3}0.000{col 57}{space 4} 1.779636{col 70}{space 3} 2.835012
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.758232{col 29}{space 2} .6524563{col 40}{space 1}   10.36{col 49}{space 3}0.000{col 57}{space 4} 5.474045{col 70}{space 3}  8.04242
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg pols_responsible hub_taa10 nhub_taa10 log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}F(22, 279)        =  {res}    11.09
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1839
                                                {txt}Root MSE          =    {res} 2.5238

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa10 {c |}{col 17}{res}{space 2} .0095861{col 29}{space 2} .0052618{col 40}{space 1}    1.82{col 49}{space 3}0.070{col 57}{space 4}-.0007719{col 70}{space 3}  .019944
{txt}{space 5}nhub_taa10 {c |}{col 17}{res}{space 2} .0031328{col 29}{space 2}  .003833{col 40}{space 1}    0.82{col 49}{space 3}0.414{col 57}{space 4}-.0044124{col 70}{space 3} .0106781
{txt}{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6459674{col 29}{space 2} .1043689{col 40}{space 1}    6.19{col 49}{space 3}0.000{col 57}{space 4} .4405169{col 70}{space 3} .8514179
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0244081{col 29}{space 2} .0053725{col 40}{space 1}   -4.54{col 49}{space 3}0.000{col 57}{space 4}-.0349839{col 70}{space 3}-.0138323
{txt}{space 11}male {c |}{col 17}{res}{space 2} .2176627{col 29}{space 2} .1669377{col 40}{space 1}    1.30{col 49}{space 3}0.193{col 57}{space 4}-.1109548{col 70}{space 3} .5462801
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.302223{col 29}{space 2} .7955137{col 40}{space 1}   -1.64{col 49}{space 3}0.103{col 57}{space 4}-2.868195{col 70}{space 3} .2637479
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2594956{col 29}{space 2} .2646838{col 40}{space 1}    0.98{col 49}{space 3}0.328{col 57}{space 4}-.2615353{col 70}{space 3} .7805264
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .1790876{col 29}{space 2}  .430422{col 40}{space 1}    0.42{col 49}{space 3}0.678{col 57}{space 4}-.6681995{col 70}{space 3} 1.026375
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.2193715{col 29}{space 2} .4125868{col 40}{space 1}   -0.53{col 49}{space 3}0.595{col 57}{space 4} -1.03155{col 70}{space 3}  .592807
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.5925262{col 29}{space 2} .1567605{col 40}{space 1}   -3.78{col 49}{space 3}0.000{col 57}{space 4}-.9011097{col 70}{space 3}-.2839427
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4164915{col 29}{space 2}  .205285{col 40}{space 1}    2.03{col 49}{space 3}0.043{col 57}{space 4} .0123873{col 70}{space 3} .8205957
{txt}income_relative {c |}{col 17}{res}{space 2}   .19544{col 29}{space 2} .0453853{col 40}{space 1}    4.31{col 49}{space 3}0.000{col 57}{space 4} .1060989{col 70}{space 3} .2847811
{txt}{space 12}gop {c |}{col 17}{res}{space 2} -.257804{col 29}{space 2} .2295233{col 40}{space 1}   -1.12{col 49}{space 3}0.262{col 57}{space 4}-.7096213{col 70}{space 3} .1940134
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1210409{col 29}{space 2} .2014654{col 40}{space 1}    0.60{col 49}{space 3}0.548{col 57}{space 4}-.2755444{col 70}{space 3} .5176261
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2769044{col 29}{space 2} .4668824{col 40}{space 1}   -0.59{col 49}{space 3}0.554{col 57}{space 4}-1.195964{col 70}{space 3} .6421552
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.2659465{col 29}{space 2} .4630775{col 40}{space 1}   -0.57{col 49}{space 3}0.566{col 57}{space 4}-1.177516{col 70}{space 3} .6456231
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1935805{col 29}{space 2} .5512671{col 40}{space 1}   -0.35{col 49}{space 3}0.726{col 57}{space 4}-1.278752{col 70}{space 3} .8915906
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0900538{col 29}{space 2}   .46247{col 40}{space 1}    0.19{col 49}{space 3}0.846{col 57}{space 4}-.8203198{col 70}{space 3} 1.000427
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.4166963{col 29}{space 2} .5800874{col 40}{space 1}   -0.72{col 49}{space 3}0.473{col 57}{space 4}  -1.5586{col 70}{space 3} .7252075
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2684933{col 29}{space 2} .4945988{col 40}{space 1}   -0.54{col 49}{space 3}0.588{col 57}{space 4}-1.242113{col 70}{space 3}  .705126
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.5810433{col 29}{space 2} .6604982{col 40}{space 1}   -0.88{col 49}{space 3}0.380{col 57}{space 4}-1.881236{col 70}{space 3} .7191494
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2}  .498775{col 29}{space 2}  .524513{col 40}{space 1}    0.95{col 49}{space 3}0.342{col 57}{space 4}-.5337306{col 70}{space 3}  1.53128
{txt}{space 10}_cons {c |}{col 17}{res}{space 2}  5.94608{col 29}{space 2} .5879337{col 40}{space 1}   10.11{col 49}{space 3}0.000{col 57}{space 4} 4.788731{col 70}{space 3} 7.103429
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg pols_responsible hub_taa10 nhub_taa10 log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}{help j_robustsingular:F(68, 279) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2257
                                                {txt}Root MSE          =    {res} 2.5108

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa10 {c |}{col 17}{res}{space 2} .0114845{col 29}{space 2} .0070236{col 40}{space 1}    1.64{col 49}{space 3}0.103{col 57}{space 4}-.0023415{col 70}{space 3} .0253106
{txt}{space 5}nhub_taa10 {c |}{col 17}{res}{space 2}  .003341{col 29}{space 2} .0041376{col 40}{space 1}    0.81{col 49}{space 3}0.420{col 57}{space 4}-.0048039{col 70}{space 3} .0114859
{txt}{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6225606{col 29}{space 2} .1119573{col 40}{space 1}    5.56{col 49}{space 3}0.000{col 57}{space 4} .4021723{col 70}{space 3} .8429489
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0271673{col 29}{space 2} .0055585{col 40}{space 1}   -4.89{col 49}{space 3}0.000{col 57}{space 4}-.0381093{col 70}{space 3}-.0162252
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1697594{col 29}{space 2} .1751146{col 40}{space 1}    0.97{col 49}{space 3}0.333{col 57}{space 4}-.1749542{col 70}{space 3} .5144731
{txt}{space 4}race_others {c |}{col 17}{res}{space 2} -1.17883{col 29}{space 2} .7765375{col 40}{space 1}   -1.52{col 49}{space 3}0.130{col 57}{space 4}-2.707447{col 70}{space 3} .3497863
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2253012{col 29}{space 2} .2942598{col 40}{space 1}    0.77{col 49}{space 3}0.445{col 57}{space 4}  -.35395{col 70}{space 3} .8045525
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0709257{col 29}{space 2} .4297543{col 40}{space 1}    0.17{col 49}{space 3}0.869{col 57}{space 4} -.775047{col 70}{space 3} .9168984
{txt}{space 10}asian {c |}{col 17}{res}{space 2}  -.25057{col 29}{space 2} .4557931{col 40}{space 1}   -0.55{col 49}{space 3}0.583{col 57}{space 4}  -1.1478{col 70}{space 3} .6466601
{txt}{space 8}college {c |}{col 17}{res}{space 2} -.365291{col 29}{space 2} .1790255{col 40}{space 1}   -2.04{col 49}{space 3}0.042{col 57}{space 4}-.7177033{col 70}{space 3}-.0128787
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4852586{col 29}{space 2} .2207666{col 40}{space 1}    2.20{col 49}{space 3}0.029{col 57}{space 4} .0506788{col 70}{space 3} .9198383
{txt}income_relative {c |}{col 17}{res}{space 2} .1619567{col 29}{space 2} .0494733{col 40}{space 1}    3.27{col 49}{space 3}0.001{col 57}{space 4} .0645684{col 70}{space 3}  .259345
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3392638{col 29}{space 2} .2248828{col 40}{space 1}   -1.51{col 49}{space 3}0.133{col 57}{space 4}-.7819464{col 70}{space 3} .1034187
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .0942533{col 29}{space 2} .2022671{col 40}{space 1}    0.47{col 49}{space 3}0.642{col 57}{space 4}  -.30391{col 70}{space 3} .4924167
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3143041{col 29}{space 2} .4554517{col 40}{space 1}   -0.69{col 49}{space 3}0.491{col 57}{space 4}-1.210862{col 70}{space 3}  .582254
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3937222{col 29}{space 2} .4558777{col 40}{space 1}   -0.86{col 49}{space 3}0.389{col 57}{space 4}-1.291119{col 70}{space 3} .5036746
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.3208088{col 29}{space 2} .5458936{col 40}{space 1}   -0.59{col 49}{space 3}0.557{col 57}{space 4}-1.395402{col 70}{space 3} .7537845
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0076339{col 29}{space 2} .4502135{col 40}{space 1}    0.02{col 49}{space 3}0.986{col 57}{space 4}-.8786128{col 70}{space 3} .8938805
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.5451695{col 29}{space 2} .5948782{col 40}{space 1}   -0.92{col 49}{space 3}0.360{col 57}{space 4}-1.716189{col 70}{space 3} .6258501
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.4155903{col 29}{space 2} .4738616{col 40}{space 1}   -0.88{col 49}{space 3}0.381{col 57}{space 4}-1.348388{col 70}{space 3} .5172078
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2} -.660149{col 29}{space 2} .6577061{col 40}{space 1}   -1.00{col 49}{space 3}0.316{col 57}{space 4}-1.954846{col 70}{space 3} .6345476
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .3666875{col 29}{space 2} .5150244{col 40}{space 1}    0.71{col 49}{space 3}0.477{col 57}{space 4}-.6471396{col 70}{space 3} 1.380515
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} .4808059{col 29}{space 2} .4711175{col 40}{space 1}    1.02{col 49}{space 3}0.308{col 57}{space 4}-.4465903{col 70}{space 3} 1.408202
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} .7202684{col 29}{space 2} 1.016598{col 40}{space 1}    0.71{col 49}{space 3}0.479{col 57}{space 4}-1.280907{col 70}{space 3} 2.721444
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .4393743{col 29}{space 2} .8439356{col 40}{space 1}    0.52{col 49}{space 3}0.603{col 57}{space 4}-1.221916{col 70}{space 3} 2.100664
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.332722{col 29}{space 2}   .36858{col 40}{space 1}    3.62{col 49}{space 3}0.000{col 57}{space 4} .6071712{col 70}{space 3} 2.058273
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2}-.1294926{col 29}{space 2} .4313969{col 40}{space 1}   -0.30{col 49}{space 3}0.764{col 57}{space 4}-.9786988{col 70}{space 3} .7197136
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2}-.0706867{col 29}{space 2} .4139988{col 40}{space 1}   -0.17{col 49}{space 3}0.865{col 57}{space 4}-.8856447{col 70}{space 3} .7442713
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.5761941{col 29}{space 2} 1.246457{col 40}{space 1}   -0.46{col 49}{space 3}0.644{col 57}{space 4}-3.029849{col 70}{space 3} 1.877461
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.197058{col 29}{space 2}  1.12466{col 40}{space 1}   -1.95{col 49}{space 3}0.052{col 57}{space 4}-4.410954{col 70}{space 3} .0168384
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}-.0334624{col 29}{space 2}  1.01868{col 40}{space 1}   -0.03{col 49}{space 3}0.974{col 57}{space 4}-2.038737{col 70}{space 3} 1.971813
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.177697{col 29}{space 2} .3180853{col 40}{space 1}  -13.13{col 49}{space 3}0.000{col 57}{space 4}-4.803849{col 70}{space 3}-3.551545
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2}-1.142365{col 29}{space 2}   .51401{col 40}{space 1}   -2.22{col 49}{space 3}0.027{col 57}{space 4}-2.154196{col 70}{space 3}-.1305349
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.5387895{col 29}{space 2} .4756843{col 40}{space 1}   -1.13{col 49}{space 3}0.258{col 57}{space 4}-1.475176{col 70}{space 3} .3975965
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.7065803{col 29}{space 2} .9640346{col 40}{space 1}   -0.73{col 49}{space 3}0.464{col 57}{space 4}-2.604285{col 70}{space 3} 1.191125
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .1801391{col 29}{space 2} .5084016{col 40}{space 1}    0.35{col 49}{space 3}0.723{col 57}{space 4} -.820651{col 70}{space 3} 1.180929
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} .3313667{col 29}{space 2} .8163141{col 40}{space 1}    0.41{col 49}{space 3}0.685{col 57}{space 4} -1.27555{col 70}{space 3} 1.938284
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .4797975{col 29}{space 2} .7760259{col 40}{space 1}    0.62{col 49}{space 3}0.537{col 57}{space 4}-1.047812{col 70}{space 3} 2.007407
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2} 3.476542{col 29}{space 2} .1085678{col 40}{space 1}   32.02{col 49}{space 3}0.000{col 57}{space 4} 3.262826{col 70}{space 3} 3.690258
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} .3549982{col 29}{space 2} .5802821{col 40}{space 1}    0.61{col 49}{space 3}0.541{col 57}{space 4}-.7872888{col 70}{space 3} 1.497285
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.575353{col 29}{space 2} .5245162{col 40}{space 1}    8.72{col 49}{space 3}0.000{col 57}{space 4} 3.542841{col 70}{space 3} 5.607864
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2}-.1644587{col 29}{space 2} .5333828{col 40}{space 1}   -0.31{col 49}{space 3}0.758{col 57}{space 4}-1.214424{col 70}{space 3} .8855071
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-1.064336{col 29}{space 2} .6314575{col 40}{space 1}   -1.69{col 49}{space 3}0.093{col 57}{space 4}-2.307362{col 70}{space 3} .1786901
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-1.010156{col 29}{space 2} .5976453{col 40}{space 1}   -1.69{col 49}{space 3}0.092{col 57}{space 4}-2.186623{col 70}{space 3} .1663104
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-1.107471{col 29}{space 2} .9306649{col 40}{space 1}   -1.19{col 49}{space 3}0.235{col 57}{space 4}-2.939488{col 70}{space 3} .7245459
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 3.204777{col 29}{space 2} .4282509{col 40}{space 1}    7.48{col 49}{space 3}0.000{col 57}{space 4} 2.361764{col 70}{space 3}  4.04779
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.1610514{col 29}{space 2}  .653707{col 40}{space 1}   -0.25{col 49}{space 3}0.806{col 57}{space 4}-1.447876{col 70}{space 3} 1.125773
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} .7940756{col 29}{space 2}  .513427{col 40}{space 1}    1.55{col 49}{space 3}0.123{col 57}{space 4}-.2166071{col 70}{space 3} 1.804758
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 1.968461{col 29}{space 2} .5633945{col 40}{space 1}    3.49{col 49}{space 3}0.001{col 57}{space 4} .8594168{col 70}{space 3} 3.077504
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.5756736{col 29}{space 2} .4835095{col 40}{space 1}   -1.19{col 49}{space 3}0.235{col 57}{space 4}-1.527464{col 70}{space 3} .3761163
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2}  .290279{col 29}{space 2} .4956579{col 40}{space 1}    0.59{col 49}{space 3}0.559{col 57}{space 4}-.6854251{col 70}{space 3} 1.265983
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2}-.1330821{col 29}{space 2} .4637642{col 40}{space 1}   -0.29{col 49}{space 3}0.774{col 57}{space 4}-1.046003{col 70}{space 3} .7798392
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.063825{col 29}{space 2} .6212648{col 40}{space 1}    3.32{col 49}{space 3}0.001{col 57}{space 4} .8408633{col 70}{space 3} 3.286787
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.8350385{col 29}{space 2} .6952046{col 40}{space 1}   -1.20{col 49}{space 3}0.231{col 57}{space 4}-2.203551{col 70}{space 3} .5334739
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.7658916{col 29}{space 2}  2.51184{col 40}{space 1}   -0.30{col 49}{space 3}0.761{col 57}{space 4}-5.710456{col 70}{space 3} 4.178673
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}  -.41263{col 29}{space 2} .6670263{col 40}{space 1}   -0.62{col 49}{space 3}0.537{col 57}{space 4}-1.725673{col 70}{space 3} .9004133
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.4444041{col 29}{space 2} .5048209{col 40}{space 1}   -0.88{col 49}{space 3}0.379{col 57}{space 4}-1.438146{col 70}{space 3} .5493374
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-1.095342{col 29}{space 2} .7666784{col 40}{space 1}   -1.43{col 49}{space 3}0.154{col 57}{space 4}-2.604551{col 70}{space 3} .4138668
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.482889{col 29}{space 2} .9317549{col 40}{space 1}    1.59{col 49}{space 3}0.113{col 57}{space 4}-.3512737{col 70}{space 3} 3.317051
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .6564978{col 29}{space 2}  .625363{col 40}{space 1}    1.05{col 49}{space 3}0.295{col 57}{space 4}-.5745313{col 70}{space 3} 1.887527
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5166626{col 29}{space 2} .2304453{col 40}{space 1}    2.24{col 49}{space 3}0.026{col 57}{space 4} .0630302{col 70}{space 3}  .970295
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .7821777{col 29}{space 2} .7004567{col 40}{space 1}    1.12{col 49}{space 3}0.265{col 57}{space 4}-.5966735{col 70}{space 3} 2.161029
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.340183{col 29}{space 2} .2446721{col 40}{space 1}   -9.56{col 49}{space 3}0.000{col 57}{space 4}-2.821821{col 70}{space 3}-1.858546
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2}-.9417912{col 29}{space 2} .2810897{col 40}{space 1}   -3.35{col 49}{space 3}0.001{col 57}{space 4}-1.495117{col 70}{space 3}-.3884652
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2}-.2561891{col 29}{space 2}  .537859{col 40}{space 1}   -0.48{col 49}{space 3}0.634{col 57}{space 4}-1.314966{col 70}{space 3}  .802588
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .0424645{col 29}{space 2} .3873383{col 40}{space 1}    0.11{col 49}{space 3}0.913{col 57}{space 4}-.7200121{col 70}{space 3} .8049412
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2}  -.17805{col 29}{space 2} .3911339{col 40}{space 1}   -0.46{col 49}{space 3}0.649{col 57}{space 4}-.9479983{col 70}{space 3} .5918984
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2}-.1357165{col 29}{space 2} .6103314{col 40}{space 1}   -0.22{col 49}{space 3}0.824{col 57}{space 4}-1.337156{col 70}{space 3} 1.065723
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2}-.1812003{col 29}{space 2} .9199565{col 40}{space 1}   -0.20{col 49}{space 3}0.844{col 57}{space 4}-1.992138{col 70}{space 3} 1.629737
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .4229581{col 29}{space 2} .8257738{col 40}{space 1}    0.51{col 49}{space 3}0.609{col 57}{space 4} -1.20258{col 70}{space 3} 2.048496
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}-1.649592{col 29}{space 2} .7884197{col 40}{space 1}   -2.09{col 49}{space 3}0.037{col 57}{space 4}-3.201598{col 70}{space 3}-.0975849
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.4919272{col 29}{space 2} .8581782{col 40}{space 1}   -0.57{col 49}{space 3}0.567{col 57}{space 4}-2.181254{col 70}{space 3} 1.197399
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.400747{col 29}{space 2} .5047396{col 40}{space 1}   -2.78{col 49}{space 3}0.006{col 57}{space 4}-2.394328{col 70}{space 3}-.4071654
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-1.121484{col 29}{space 2} 1.033345{col 40}{space 1}   -1.09{col 49}{space 3}0.279{col 57}{space 4}-3.155626{col 70}{space 3} .9126581
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.1489715{col 29}{space 2}  .548318{col 40}{space 1}   -0.27{col 49}{space 3}0.786{col 57}{space 4}-1.228337{col 70}{space 3} .9303943
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.5571939{col 29}{space 2} .5250108{col 40}{space 1}   -1.06{col 49}{space 3}0.289{col 57}{space 4}-1.590679{col 70}{space 3} .4762915
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2} -1.07585{col 29}{space 2} .4842292{col 40}{space 1}   -2.22{col 49}{space 3}0.027{col 57}{space 4}-2.029057{col 70}{space 3}-.1226431
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.5044468{col 29}{space 2} .4986463{col 40}{space 1}   -1.01{col 49}{space 3}0.313{col 57}{space 4}-1.486034{col 70}{space 3} .4771399
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.4282985{col 29}{space 2} .4442965{col 40}{space 1}   -0.96{col 49}{space 3}0.336{col 57}{space 4}-1.302897{col 70}{space 3} .4463005
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.360528{col 29}{space 2}  .270926{col 40}{space 1}    8.71{col 49}{space 3}0.000{col 57}{space 4} 1.827209{col 70}{space 3} 2.893846
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.633485{col 29}{space 2} .6851367{col 40}{space 1}    9.68{col 49}{space 3}0.000{col 57}{space 4} 5.284791{col 70}{space 3} 7.982179
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "Table1.tex", label keep(hub_taa10 nhub_taa10 log_hs_peers union_member) order(hub_taa10 nhub_taa10 log_hs_peers union_member) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*" "Industry Classification FE= *cluster*")
{res}{txt}(note: file Table1.tex not found)
(output written to {browse  `"Table1.tex"'})

{com}. 
. ************************************
. **** Table 2 & Figure 4 ****
. ************************************
. 
. use "KimPelc_IO_Bilendi.dta", clear
{txt}
{com}. 
. * Table 2: Trade Shock to Industrial Hubs and Individual Perception of Regional Status
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg ladder_area hub_taa10 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(20, 422)        =  {res}    53.75
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3249
                                                {txt}Root MSE          =    {res} 1.3394

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}hub_taa10 {c |}{col 15}{res}{space 2}-.0133359{col 27}{space 2}   .00281{col 38}{space 1}   -4.75{col 47}{space 3}0.000{col 55}{space 4}-.0188594{col 68}{space 3}-.0078125
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0021112{col 27}{space 2}  .001391{col 38}{space 1}   -1.52{col 47}{space 3}0.130{col 55}{space 4}-.0048452{col 68}{space 3} .0006229
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0683218{col 27}{space 2} .0496088{col 38}{space 1}   -1.38{col 47}{space 3}0.169{col 55}{space 4}-.1658329{col 68}{space 3} .0291893
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0179069{col 27}{space 2}  .174884{col 38}{space 1}   -0.10{col 47}{space 3}0.918{col 55}{space 4}-.3616592{col 68}{space 3} .3258454
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0351176{col 27}{space 2} .1020398{col 38}{space 1}    0.34{col 47}{space 3}0.731{col 55}{space 4} -.165452{col 68}{space 3} .2356872
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1395869{col 27}{space 2} .1198541{col 38}{space 1}    1.16{col 47}{space 3}0.245{col 55}{space 4}-.0959984{col 68}{space 3} .3751722
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2752632{col 27}{space 2} .1245637{col 38}{space 1}    2.21{col 47}{space 3}0.028{col 55}{space 4} .0304206{col 68}{space 3} .5201058
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0243398{col 27}{space 2} .0488927{col 38}{space 1}   -0.50{col 47}{space 3}0.619{col 55}{space 4}-.1204433{col 68}{space 3} .0717636
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0745484{col 27}{space 2} .0626828{col 38}{space 1}    1.19{col 47}{space 3}0.235{col 55}{space 4} -.048661{col 68}{space 3} .1977578
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0842711{col 27}{space 2} .0635181{col 38}{space 1}    1.33{col 47}{space 3}0.185{col 55}{space 4}-.0405802{col 68}{space 3} .2091224
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0373287{col 27}{space 2}  .008404{col 38}{space 1}   -4.44{col 47}{space 3}0.000{col 55}{space 4}-.0538476{col 68}{space 3}-.0208098
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4732029{col 27}{space 2} .0167494{col 38}{space 1}   28.25{col 47}{space 3}0.000{col 55}{space 4} .4402802{col 68}{space 3} .5061257
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0563767{col 27}{space 2} .1556942{col 38}{space 1}   -0.36{col 47}{space 3}0.717{col 55}{space 4}-.3624094{col 68}{space 3} .2496561
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0824582{col 27}{space 2} .1541007{col 38}{space 1}   -0.54{col 47}{space 3}0.593{col 55}{space 4}-.3853587{col 68}{space 3} .2204424
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.0934048{col 27}{space 2} .1779132{col 38}{space 1}   -0.53{col 47}{space 3}0.600{col 55}{space 4}-.4431113{col 68}{space 3} .2563017
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3156878{col 27}{space 2} .1401826{col 38}{space 1}   -2.25{col 47}{space 3}0.025{col 55}{space 4} -.591231{col 68}{space 3}-.0401446
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.4278295{col 27}{space 2} .1571271{col 38}{space 1}   -2.72{col 47}{space 3}0.007{col 55}{space 4}-.7366788{col 68}{space 3}-.1189802
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1460796{col 27}{space 2} .1812609{col 38}{space 1}   -0.81{col 47}{space 3}0.421{col 55}{space 4}-.5023664{col 68}{space 3} .2102071
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.3635191{col 27}{space 2} .1721138{col 38}{space 1}   -2.11{col 47}{space 3}0.035{col 55}{space 4}-.7018261{col 68}{space 3} -.025212
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1793656{col 27}{space 2} .1662447{col 38}{space 1}   -1.08{col 47}{space 3}0.281{col 55}{space 4}-.5061363{col 68}{space 3} .1474052
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.564268{col 27}{space 2} .1689027{col 38}{space 1}   21.10{col 47}{space 3}0.000{col 55}{space 4} 3.232272{col 68}{space 3} 3.896263
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa10 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(21, 422)        =  {res}   103.17
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4218
                                                {txt}Root MSE          =    {res} 1.2397

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa10 {c |}{col 18}{res}{space 2}-.0122903{col 30}{space 2} .0028752{col 41}{space 1}   -4.27{col 50}{space 3}0.000{col 58}{space 4}-.0179418{col 71}{space 3}-.0066389
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0003291{col 30}{space 2} .0013418{col 41}{space 1}    0.25{col 50}{space 3}0.806{col 58}{space 4}-.0023084{col 71}{space 3} .0029665
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0308629{col 30}{space 2} .0460522{col 41}{space 1}   -0.67{col 50}{space 3}0.503{col 58}{space 4}-.1213831{col 71}{space 3} .0596572
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0696504{col 30}{space 2} .1441579{col 41}{space 1}   -0.48{col 50}{space 3}0.629{col 58}{space 4}-.3530074{col 71}{space 3} .2137066
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0198175{col 30}{space 2} .0940941{col 41}{space 1}    0.21{col 50}{space 3}0.833{col 58}{space 4} -.165134{col 71}{space 3} .2047691
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0507231{col 30}{space 2} .1153675{col 41}{space 1}    0.44{col 50}{space 3}0.660{col 58}{space 4}-.1760434{col 71}{space 3} .2774896
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2410873{col 30}{space 2}  .116711{col 41}{space 1}    2.07{col 50}{space 3}0.039{col 58}{space 4} .0116801{col 71}{space 3} .4704945
{txt}{space 9}college {c |}{col 18}{res}{space 2}  .010429{col 30}{space 2} .0457945{col 41}{space 1}    0.23{col 50}{space 3}0.820{col 58}{space 4}-.0795846{col 71}{space 3} .1004427
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0073522{col 30}{space 2} .0585854{col 41}{space 1}    0.13{col 50}{space 3}0.900{col 58}{space 4}-.1078033{col 71}{space 3} .1225078
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0307005{col 30}{space 2} .0583328{col 41}{space 1}    0.53{col 50}{space 3}0.599{col 58}{space 4}-.0839586{col 71}{space 3} .1453596
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0294909{col 30}{space 2} .0080752{col 41}{space 1}   -3.65{col 50}{space 3}0.000{col 58}{space 4}-.0453636{col 71}{space 3}-.0136182
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3736026{col 30}{space 2} .0179091{col 41}{space 1}   20.86{col 50}{space 3}0.000{col 58}{space 4} .3384004{col 71}{space 3} .4088047
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3009234{col 30}{space 2} .0170777{col 41}{space 1}   17.62{col 50}{space 3}0.000{col 58}{space 4} .2673554{col 71}{space 3} .3344914
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0887062{col 30}{space 2} .1476773{col 41}{space 1}   -0.60{col 50}{space 3}0.548{col 58}{space 4}-.3789808{col 71}{space 3} .2015684
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.1139276{col 30}{space 2} .1424279{col 41}{space 1}   -0.80{col 50}{space 3}0.424{col 58}{space 4} -.393884{col 71}{space 3} .1660288
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0296228{col 30}{space 2} .1603996{col 41}{space 1}   -0.18{col 50}{space 3}0.854{col 58}{space 4}-.3449044{col 71}{space 3} .2856588
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2} -.226123{col 30}{space 2} .1305331{col 41}{space 1}   -1.73{col 50}{space 3}0.084{col 58}{space 4}-.4826991{col 71}{space 3}  .030453
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.3401716{col 30}{space 2} .1445544{col 41}{space 1}   -2.35{col 50}{space 3}0.019{col 58}{space 4} -.624308{col 71}{space 3}-.0560353
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.0892169{col 30}{space 2} .1582199{col 41}{space 1}   -0.56{col 50}{space 3}0.573{col 58}{space 4}-.4002142{col 71}{space 3} .2217804
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.2625531{col 30}{space 2} .1569069{col 41}{space 1}   -1.67{col 50}{space 3}0.095{col 58}{space 4}-.5709694{col 71}{space 3} .0458633
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1849678{col 30}{space 2} .1584967{col 41}{space 1}   -1.17{col 50}{space 3}0.244{col 58}{space 4} -.496509{col 71}{space 3} .1265735
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.181422{col 30}{space 2} .1696267{col 41}{space 1}   12.86{col 50}{space 3}0.000{col 58}{space 4} 1.848003{col 71}{space 3}  2.51484
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg ladder_area nhub_taa10 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(20, 422)        =  {res}    53.59
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3262
                                                {txt}Root MSE          =    {res} 1.3382

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}nhub_taa10 {c |}{col 15}{res}{space 2}-.0047557{col 27}{space 2} .0011508{col 38}{space 1}   -4.13{col 47}{space 3}0.000{col 55}{space 4}-.0070178{col 68}{space 3}-.0024937
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0019398{col 27}{space 2} .0013912{col 38}{space 1}   -1.39{col 47}{space 3}0.164{col 55}{space 4}-.0046744{col 68}{space 3} .0007948
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0663504{col 27}{space 2} .0497412{col 38}{space 1}   -1.33{col 47}{space 3}0.183{col 55}{space 4}-.1641218{col 68}{space 3} .0314209
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0555148{col 27}{space 2} .1762799{col 38}{space 1}   -0.31{col 47}{space 3}0.753{col 55}{space 4}-.4020108{col 68}{space 3} .2909812
{txt}{space 8}black {c |}{col 15}{res}{space 2}  .021524{col 27}{space 2} .1034025{col 38}{space 1}    0.21{col 47}{space 3}0.835{col 55}{space 4}-.1817241{col 68}{space 3} .2247722
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1152853{col 27}{space 2}  .121544{col 38}{space 1}    0.95{col 47}{space 3}0.343{col 55}{space 4}-.1236218{col 68}{space 3} .3541924
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2565676{col 27}{space 2} .1248346{col 38}{space 1}    2.06{col 47}{space 3}0.040{col 55}{space 4} .0111925{col 68}{space 3} .5019428
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0354246{col 27}{space 2} .0492363{col 38}{space 1}   -0.72{col 47}{space 3}0.472{col 55}{space 4}-.1322034{col 68}{space 3} .0613543
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0847212{col 27}{space 2} .0631909{col 38}{space 1}    1.34{col 47}{space 3}0.181{col 55}{space 4} -.039487{col 68}{space 3} .2089293
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0857477{col 27}{space 2} .0630914{col 38}{space 1}    1.36{col 47}{space 3}0.175{col 55}{space 4}-.0382648{col 68}{space 3} .2097602
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0396781{col 27}{space 2} .0085043{col 38}{space 1}   -4.67{col 47}{space 3}0.000{col 55}{space 4}-.0563942{col 68}{space 3} -.022962
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4715769{col 27}{space 2} .0167747{col 38}{space 1}   28.11{col 47}{space 3}0.000{col 55}{space 4} .4386046{col 68}{space 3} .5045492
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0679462{col 27}{space 2} .1434637{col 38}{space 1}   -0.47{col 47}{space 3}0.636{col 55}{space 4}-.3499387{col 68}{space 3} .2140462
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0939391{col 27}{space 2} .1458259{col 38}{space 1}   -0.64{col 47}{space 3}0.520{col 55}{space 4}-.3805747{col 68}{space 3} .1926964
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1694842{col 27}{space 2} .1849904{col 38}{space 1}   -0.92{col 47}{space 3}0.360{col 55}{space 4}-.5331015{col 68}{space 3} .1941332
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3319047{col 27}{space 2} .1323267{col 38}{space 1}   -2.51{col 47}{space 3}0.013{col 55}{space 4}-.5920063{col 68}{space 3}-.0718031
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3713341{col 27}{space 2} .1498544{col 38}{space 1}   -2.48{col 47}{space 3}0.014{col 55}{space 4}-.6658882{col 68}{space 3}-.0767801
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1746065{col 27}{space 2} .1722882{col 38}{space 1}   -1.01{col 47}{space 3}0.311{col 55}{space 4}-.5132563{col 68}{space 3} .1640434
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4198592{col 27}{space 2} .1647565{col 38}{space 1}   -2.55{col 47}{space 3}0.011{col 55}{space 4}-.7437047{col 68}{space 3}-.0960136
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2} -.209708{col 27}{space 2} .1564575{col 38}{space 1}   -1.34{col 47}{space 3}0.181{col 55}{space 4}-.5172411{col 68}{space 3} .0978252
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.698199{col 27}{space 2}  .167475{col 38}{space 1}   22.08{col 47}{space 3}0.000{col 55}{space 4}  3.36901{col 68}{space 3} 4.027388
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg ladder_area nhub_taa10 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(21, 422)        =  {res}   102.88
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4228
                                                {txt}Root MSE          =    {res} 1.2387

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}nhub_taa10 {c |}{col 18}{res}{space 2}-.0043485{col 30}{space 2} .0010314{col 41}{space 1}   -4.22{col 50}{space 3}0.000{col 58}{space 4}-.0063759{col 71}{space 3}-.0023212
{txt}{space 13}age {c |}{col 18}{res}{space 2}  .000483{col 30}{space 2} .0013441{col 41}{space 1}    0.36{col 50}{space 3}0.720{col 58}{space 4} -.002159{col 71}{space 3}  .003125
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0290563{col 30}{space 2} .0463173{col 41}{space 1}   -0.63{col 50}{space 3}0.531{col 58}{space 4}-.1200975{col 71}{space 3}  .061985
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.1040389{col 30}{space 2} .1439076{col 41}{space 1}   -0.72{col 50}{space 3}0.470{col 58}{space 4} -.386904{col 71}{space 3} .1788261
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0074642{col 30}{space 2} .0943654{col 41}{space 1}    0.08{col 50}{space 3}0.937{col 58}{space 4}-.1780205{col 71}{space 3}  .192949
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0286812{col 30}{space 2} .1170519{col 41}{space 1}    0.25{col 50}{space 3}0.807{col 58}{space 4}-.2013961{col 71}{space 3} .2587586
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2241181{col 30}{space 2} .1170519{col 41}{space 1}    1.91{col 50}{space 3}0.056{col 58}{space 4}-.0059593{col 71}{space 3} .4541954
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0002678{col 30}{space 2} .0460045{col 41}{space 1}    0.01{col 50}{space 3}0.995{col 58}{space 4}-.0901587{col 71}{space 3} .0906943
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0167801{col 30}{space 2} .0592701{col 41}{space 1}    0.28{col 50}{space 3}0.777{col 58}{space 4}-.0997213{col 71}{space 3} .1332815
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0321878{col 30}{space 2} .0581397{col 41}{space 1}    0.55{col 50}{space 3}0.580{col 58}{space 4}-.0820918{col 71}{space 3} .1464673
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0316429{col 30}{space 2} .0081681{col 41}{space 1}   -3.87{col 50}{space 3}0.000{col 58}{space 4}-.0476981{col 71}{space 3}-.0155876
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3722296{col 30}{space 2} .0179273{col 41}{space 1}   20.76{col 50}{space 3}0.000{col 58}{space 4} .3369917{col 71}{space 3} .4074675
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3005765{col 30}{space 2}  .017102{col 41}{space 1}   17.58{col 50}{space 3}0.000{col 58}{space 4} .2669607{col 71}{space 3} .3341923
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0993644{col 30}{space 2}  .137233{col 41}{space 1}   -0.72{col 50}{space 3}0.469{col 58}{space 4}-.3691097{col 71}{space 3} .1703808
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.1247402{col 30}{space 2}   .13531{col 41}{space 1}   -0.92{col 50}{space 3}0.357{col 58}{space 4}-.3907058{col 71}{space 3} .1412254
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0997283{col 30}{space 2} .1692239{col 41}{space 1}   -0.59{col 50}{space 3}0.556{col 58}{space 4}-.4323551{col 71}{space 3} .2328985
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2411316{col 30}{space 2} .1253609{col 41}{space 1}   -1.92{col 50}{space 3}0.055{col 58}{space 4}-.4875412{col 71}{space 3} .0052779
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.2888077{col 30}{space 2}  .138901{col 41}{space 1}   -2.08{col 50}{space 3}0.038{col 58}{space 4}-.5618318{col 71}{space 3}-.0157837
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.1155502{col 30}{space 2} .1514056{col 41}{space 1}   -0.76{col 50}{space 3}0.446{col 58}{space 4}-.4131532{col 71}{space 3} .1820529
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.3142162{col 30}{space 2} .1512066{col 41}{space 1}   -2.08{col 50}{space 3}0.038{col 58}{space 4} -.611428{col 71}{space 3}-.0170043
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.2128329{col 30}{space 2} .1503441{col 41}{space 1}   -1.42{col 50}{space 3}0.158{col 58}{space 4}-.5083495{col 71}{space 3} .0826837
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.305295{col 30}{space 2} .1712754{col 41}{space 1}   13.46{col 50}{space 3}0.000{col 58}{space 4} 1.968636{col 71}{space 3} 2.641954
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg ladder_area hub_taa10 nhub_taa10 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(21, 422)        =  {res}    52.42
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3281
                                                {txt}Root MSE          =    {res} 1.3365

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}hub_taa10 {c |}{col 15}{res}{space 2} -.010614{col 27}{space 2} .0034747{col 38}{space 1}   -3.05{col 47}{space 3}0.002{col 55}{space 4}-.0174438{col 68}{space 3}-.0037841
{txt}{space 3}nhub_taa10 {c |}{col 15}{res}{space 2}-.0041166{col 27}{space 2} .0011511{col 38}{space 1}   -3.58{col 47}{space 3}0.000{col 55}{space 4}-.0063791{col 68}{space 3} -.001854
{txt}{space 10}age {c |}{col 15}{res}{space 2} -.001988{col 27}{space 2} .0013895{col 38}{space 1}   -1.43{col 47}{space 3}0.153{col 55}{space 4}-.0047192{col 68}{space 3} .0007432
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0701164{col 27}{space 2} .0498769{col 38}{space 1}   -1.41{col 47}{space 3}0.161{col 55}{space 4}-.1681544{col 68}{space 3} .0279216
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0441558{col 27}{space 2} .1743278{col 38}{space 1}   -0.25{col 47}{space 3}0.800{col 55}{space 4}-.3868148{col 68}{space 3} .2985032
{txt}{space 8}black {c |}{col 15}{res}{space 2}  .018742{col 27}{space 2} .1032447{col 38}{space 1}    0.18{col 47}{space 3}0.856{col 55}{space 4}-.1841959{col 68}{space 3} .2216799
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1123323{col 27}{space 2} .1205772{col 38}{space 1}    0.93{col 47}{space 3}0.352{col 55}{space 4}-.1246744{col 68}{space 3}  .349339
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2517856{col 27}{space 2}  .125086{col 38}{space 1}    2.01{col 47}{space 3}0.045{col 55}{space 4} .0059163{col 68}{space 3} .4976549
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0341293{col 27}{space 2} .0490053{col 38}{space 1}   -0.70{col 47}{space 3}0.487{col 55}{space 4}-.1304542{col 68}{space 3} .0621956
{txt}{space 10}gop {c |}{col 15}{res}{space 2}  .080547{col 27}{space 2} .0631205{col 38}{space 1}    1.28{col 47}{space 3}0.203{col 55}{space 4}-.0435227{col 68}{space 3} .2046167
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0803836{col 27}{space 2} .0632305{col 38}{space 1}    1.27{col 47}{space 3}0.204{col 55}{space 4}-.0439023{col 68}{space 3} .2046696
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0396979{col 27}{space 2} .0084757{col 38}{space 1}   -4.68{col 47}{space 3}0.000{col 55}{space 4}-.0563578{col 68}{space 3} -.023038
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4718494{col 27}{space 2} .0167044{col 38}{space 1}   28.25{col 47}{space 3}0.000{col 55}{space 4} .4390152{col 68}{space 3} .5046836
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0591052{col 27}{space 2} .1424656{col 38}{space 1}   -0.41{col 47}{space 3}0.678{col 55}{space 4}-.3391358{col 68}{space 3} .2209254
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0605224{col 27}{space 2} .1466318{col 38}{space 1}   -0.41{col 47}{space 3}0.680{col 55}{space 4} -.348742{col 68}{space 3} .2276973
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1170476{col 27}{space 2} .1732851{col 38}{space 1}   -0.68{col 47}{space 3}0.500{col 55}{space 4}-.4576571{col 68}{space 3}  .223562
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3228993{col 27}{space 2} .1318828{col 38}{space 1}   -2.45{col 47}{space 3}0.015{col 55}{space 4}-.5821283{col 68}{space 3}-.0636702
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3612305{col 27}{space 2} .1495374{col 38}{space 1}   -2.42{col 47}{space 3}0.016{col 55}{space 4}-.6551615{col 68}{space 3}-.0672995
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1542252{col 27}{space 2} .1706291{col 38}{space 1}   -0.90{col 47}{space 3}0.367{col 55}{space 4}-.4896139{col 68}{space 3} .1811635
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4095968{col 27}{space 2} .1640076{col 38}{space 1}   -2.50{col 47}{space 3}0.013{col 55}{space 4}-.7319703{col 68}{space 3}-.0872232
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1946136{col 27}{space 2} .1562556{col 38}{space 1}   -1.25{col 47}{space 3}0.214{col 55}{space 4}-.5017499{col 68}{space 3} .1125226
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.694889{col 27}{space 2}  .166558{col 38}{space 1}   22.18{col 47}{space 3}0.000{col 55}{space 4} 3.367502{col 68}{space 3} 4.022275
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa10 nhub_taa10 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(22, 422)        =  {res}    99.72
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4244
                                                {txt}Root MSE          =    {res} 1.2372

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa10 {c |}{col 18}{res}{space 2}-.0098078{col 30}{space 2} .0037202{col 41}{space 1}   -2.64{col 50}{space 3}0.009{col 58}{space 4}-.0171203{col 71}{space 3}-.0024954
{txt}{space 6}nhub_taa10 {c |}{col 18}{res}{space 2}-.0037585{col 30}{space 2} .0010485{col 41}{space 1}   -3.58{col 50}{space 3}0.000{col 58}{space 4}-.0058195{col 71}{space 3}-.0016976
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0004353{col 30}{space 2} .0013415{col 41}{space 1}    0.32{col 50}{space 3}0.746{col 58}{space 4}-.0022016{col 71}{space 3} .0030721
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0325995{col 30}{space 2} .0464582{col 41}{space 1}   -0.70{col 50}{space 3}0.483{col 58}{space 4}-.1239178{col 71}{space 3} .0587187
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0934857{col 30}{space 2} .1439458{col 41}{space 1}   -0.65{col 50}{space 3}0.516{col 58}{space 4}-.3764259{col 71}{space 3} .1894544
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0049036{col 30}{space 2} .0946167{col 41}{space 1}    0.05{col 50}{space 3}0.959{col 58}{space 4}-.1810752{col 71}{space 3} .1908824
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0260651{col 30}{space 2} .1158945{col 41}{space 1}    0.22{col 50}{space 3}0.822{col 58}{space 4}-.2017373{col 71}{space 3} .2538675
{txt}{space 11}asian {c |}{col 18}{res}{space 2}  .219738{col 30}{space 2} .1172639{col 41}{space 1}    1.87{col 50}{space 3}0.062{col 58}{space 4} -.010756{col 71}{space 3}  .450232
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0013989{col 30}{space 2} .0457148{col 41}{space 1}    0.03{col 50}{space 3}0.976{col 58}{space 4}-.0884582{col 71}{space 3} .0912559
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0129974{col 30}{space 2} .0591484{col 41}{space 1}    0.22{col 50}{space 3}0.826{col 58}{space 4}-.1032648{col 71}{space 3} .1292595
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0272844{col 30}{space 2} .0582211{col 41}{space 1}    0.47{col 50}{space 3}0.640{col 58}{space 4}-.0871551{col 71}{space 3} .1417238
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0316746{col 30}{space 2} .0081513{col 41}{space 1}   -3.89{col 50}{space 3}0.000{col 58}{space 4}-.0476967{col 71}{space 3}-.0156524
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3726224{col 30}{space 2} .0178759{col 41}{space 1}   20.85{col 50}{space 3}0.000{col 58}{space 4} .3374856{col 71}{space 3} .4077592
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3001513{col 30}{space 2} .0170809{col 41}{space 1}   17.57{col 50}{space 3}0.000{col 58}{space 4}  .266577{col 71}{space 3} .3337255
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2} -.091106{col 30}{space 2} .1364455{col 41}{space 1}   -0.67{col 50}{space 3}0.505{col 58}{space 4}-.3593035{col 71}{space 3} .1770914
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2} -.093819{col 30}{space 2} .1361892{col 41}{space 1}   -0.69{col 50}{space 3}0.491{col 58}{space 4}-.3615127{col 71}{space 3} .1738747
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0513726{col 30}{space 2} .1566375{col 41}{space 1}   -0.33{col 50}{space 3}0.743{col 58}{space 4}-.3592594{col 71}{space 3} .2565142
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2329367{col 30}{space 2} .1249759{col 41}{space 1}   -1.86{col 50}{space 3}0.063{col 58}{space 4}-.4785896{col 71}{space 3} .0127162
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.2795903{col 30}{space 2} .1384439{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.5517159{col 71}{space 3}-.0074647
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.0967997{col 30}{space 2} .1497188{col 41}{space 1}   -0.65{col 50}{space 3}0.518{col 58}{space 4}-.3910873{col 71}{space 3} .1974879
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.3048821{col 30}{space 2} .1508402{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.6013738{col 71}{space 3}-.0083904
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2} -.198874{col 30}{space 2} .1502725{col 41}{space 1}   -1.32{col 50}{space 3}0.186{col 58}{space 4}-.4942498{col 71}{space 3} .0965019
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.304236{col 30}{space 2} .1707221{col 41}{space 1}   13.50{col 50}{space 3}0.000{col 58}{space 4} 1.968664{col 71}{space 3} 2.639807
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "Table2.tex", label keep(hub_taa10 nhub_taa10 ladder_self ladder_area_past) order(hub_taa10 nhub_taa10 ladder_self ladder_area_past) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*")
{res}{txt}(note: file Table2.tex not found)
(output written to {browse  `"Table2.tex"'})

{com}. 
. * Figure 4: Coefficient Plots: Trade Shocks and Perception of Regional Status
. 
. gen hub_taa = hub_taa5
{txt}
{com}. gen nhub_taa = nhub_taa5
{txt}
{com}. 
. eststo clear
{txt}
{com}. eststo: xi: reg ladder_area hub_taa nhub_taa age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone) 
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(21, 422)        =  {res}    52.52
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3281
                                                {txt}Root MSE          =    {res} 1.3365

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa {c |}{col 15}{res}{space 2}-.0109661{col 27}{space 2} .0033511{col 38}{space 1}   -3.27{col 47}{space 3}0.001{col 55}{space 4} -.017553{col 68}{space 3}-.0043791
{txt}{space 5}nhub_taa {c |}{col 15}{res}{space 2}-.0040735{col 27}{space 2} .0011495{col 38}{space 1}   -3.54{col 47}{space 3}0.000{col 55}{space 4} -.006333{col 68}{space 3}-.0018139
{txt}{space 10}age {c |}{col 15}{res}{space 2} -.001994{col 27}{space 2} .0013892{col 38}{space 1}   -1.44{col 47}{space 3}0.152{col 55}{space 4}-.0047245{col 68}{space 3} .0007366
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0703604{col 27}{space 2} .0498657{col 38}{space 1}   -1.41{col 47}{space 3}0.159{col 55}{space 4}-.1683764{col 68}{space 3} .0276555
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0425241{col 27}{space 2} .1743329{col 38}{space 1}   -0.24{col 47}{space 3}0.807{col 55}{space 4}-.3851931{col 68}{space 3} .3001449
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0195154{col 27}{space 2} .1032559{col 38}{space 1}    0.19{col 47}{space 3}0.850{col 55}{space 4}-.1834445{col 68}{space 3} .2224752
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1128394{col 27}{space 2} .1204875{col 38}{space 1}    0.94{col 47}{space 3}0.350{col 55}{space 4} -.123991{col 68}{space 3} .3496698
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2514752{col 27}{space 2}  .125058{col 38}{space 1}    2.01{col 47}{space 3}0.045{col 55}{space 4}  .005661{col 68}{space 3} .4972895
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0344566{col 27}{space 2}  .048984{col 38}{space 1}   -0.70{col 47}{space 3}0.482{col 55}{space 4}-.1307396{col 68}{space 3} .0618264
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0804953{col 27}{space 2} .0631445{col 38}{space 1}    1.27{col 47}{space 3}0.203{col 55}{space 4}-.0436216{col 68}{space 3} .2046121
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0805716{col 27}{space 2} .0632578{col 38}{space 1}    1.27{col 47}{space 3}0.203{col 55}{space 4} -.043768{col 68}{space 3} .2049113
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0395916{col 27}{space 2} .0084791{col 38}{space 1}   -4.67{col 47}{space 3}0.000{col 55}{space 4}-.0562581{col 68}{space 3}-.0229251
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4719473{col 27}{space 2} .0167027{col 38}{space 1}   28.26{col 47}{space 3}0.000{col 55}{space 4} .4391164{col 68}{space 3} .5047782
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0591733{col 27}{space 2} .1426661{col 38}{space 1}   -0.41{col 47}{space 3}0.679{col 55}{space 4} -.339598{col 68}{space 3} .2212514
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0601213{col 27}{space 2} .1464949{col 38}{space 1}   -0.41{col 47}{space 3}0.682{col 55}{space 4} -.348072{col 68}{space 3} .2278294
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1145405{col 27}{space 2} .1732571{col 38}{space 1}   -0.66{col 47}{space 3}0.509{col 55}{space 4}-.4550948{col 68}{space 3} .2260138
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3221893{col 27}{space 2}  .131817{col 38}{space 1}   -2.44{col 47}{space 3}0.015{col 55}{space 4} -.581289{col 68}{space 3}-.0630896
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3611053{col 27}{space 2} .1494562{col 38}{space 1}   -2.42{col 47}{space 3}0.016{col 55}{space 4}-.6548767{col 68}{space 3}-.0673339
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1582716{col 27}{space 2} .1705886{col 38}{space 1}   -0.93{col 47}{space 3}0.354{col 55}{space 4}-.4935808{col 68}{space 3} .1770377
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4080992{col 27}{space 2} .1639871{col 38}{space 1}   -2.49{col 47}{space 3}0.013{col 55}{space 4}-.7304324{col 68}{space 3}-.0857659
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1937001{col 27}{space 2} .1562298{col 38}{space 1}   -1.24{col 47}{space 3}0.216{col 55}{space 4}-.5007855{col 68}{space 3} .1133853
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.692023{col 27}{space 2} .1666157{col 38}{space 1}   22.16{col 47}{space 3}0.000{col 55}{space 4} 3.364523{col 68}{space 3} 4.019523
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. estimates store m1
{txt}
{com}. 
. eststo: xi: reg ladder_area hub_taa nhub_taa age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone) 
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(22, 422)        =  {res}    99.92
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4245
                                                {txt}Root MSE          =    {res} 1.2371

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa {c |}{col 18}{res}{space 2}-.0099767{col 30}{space 2} .0036482{col 41}{space 1}   -2.73{col 50}{space 3}0.007{col 58}{space 4}-.0171476{col 71}{space 3}-.0028057
{txt}{space 8}nhub_taa {c |}{col 18}{res}{space 2} -.003741{col 30}{space 2} .0010486{col 41}{space 1}   -3.57{col 50}{space 3}0.000{col 58}{space 4}-.0058021{col 71}{space 3}-.0016799
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0004304{col 30}{space 2} .0013413{col 41}{space 1}    0.32{col 50}{space 3}0.748{col 58}{space 4}-.0022061{col 71}{space 3} .0030669
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0327827{col 30}{space 2} .0464455{col 41}{space 1}   -0.71{col 50}{space 3}0.481{col 58}{space 4} -.124076{col 71}{space 3} .0585106
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0922325{col 30}{space 2}   .14407{col 41}{space 1}   -0.64{col 50}{space 3}0.522{col 58}{space 4}-.3754166{col 71}{space 3} .1909517
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0055924{col 30}{space 2} .0946368{col 41}{space 1}    0.06{col 50}{space 3}0.953{col 58}{space 4}-.1804258{col 71}{space 3} .1916105
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0264957{col 30}{space 2} .1158182{col 41}{space 1}    0.23{col 50}{space 3}0.819{col 58}{space 4}-.2011568{col 71}{space 3} .2541481
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2194543{col 30}{space 2} .1172685{col 41}{space 1}    1.87{col 50}{space 3}0.062{col 58}{space 4}-.0110489{col 71}{space 3} .4499575
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0010486{col 30}{space 2}  .045685{col 41}{space 1}    0.02{col 50}{space 3}0.982{col 58}{space 4}-.0887498{col 71}{space 3}  .090847
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0130396{col 30}{space 2} .0591757{col 41}{space 1}    0.22{col 50}{space 3}0.826{col 58}{space 4}-.1032762{col 71}{space 3} .1293555
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0275255{col 30}{space 2} .0582424{col 41}{space 1}    0.47{col 50}{space 3}0.637{col 58}{space 4}-.0869559{col 71}{space 3}  .142007
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0315871{col 30}{space 2}  .008153{col 41}{space 1}   -3.87{col 50}{space 3}0.000{col 58}{space 4}-.0476126{col 71}{space 3}-.0155616
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3727229{col 30}{space 2} .0178798{col 41}{space 1}   20.85{col 50}{space 3}0.000{col 58}{space 4} .3375783{col 71}{space 3} .4078676
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3000914{col 30}{space 2} .0170819{col 41}{space 1}   17.57{col 50}{space 3}0.000{col 58}{space 4} .2665152{col 71}{space 3} .3336676
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}  -.09129{col 30}{space 2}  .136525{col 41}{space 1}   -0.67{col 50}{space 3}0.504{col 58}{space 4}-.3596437{col 71}{space 3} .1770638
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2} -.093826{col 30}{space 2} .1360552{col 41}{space 1}   -0.69{col 50}{space 3}0.491{col 58}{space 4}-.3612563{col 71}{space 3} .1736043
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0498901{col 30}{space 2} .1566378{col 41}{space 1}   -0.32{col 50}{space 3}0.750{col 58}{space 4}-.3577775{col 71}{space 3} .2579974
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2} -.232455{col 30}{space 2} .1249128{col 41}{space 1}   -1.86{col 50}{space 3}0.063{col 58}{space 4}-.4779838{col 71}{space 3} .0130738
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.2794195{col 30}{space 2} .1383194{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.5513003{col 71}{space 3}-.0075387
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.1007688{col 30}{space 2} .1496773{col 41}{space 1}   -0.67{col 50}{space 3}0.501{col 58}{space 4}-.3949747{col 71}{space 3}  .193437
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2} -.303829{col 30}{space 2} .1507918{col 41}{space 1}   -2.01{col 50}{space 3}0.045{col 58}{space 4}-.6002255{col 71}{space 3}-.0074324
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1982957{col 30}{space 2} .1502294{col 41}{space 1}   -1.32{col 50}{space 3}0.188{col 58}{space 4}-.4935868{col 71}{space 3} .0969953
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.302372{col 30}{space 2} .1706487{col 41}{space 1}   13.49{col 50}{space 3}0.000{col 58}{space 4} 1.966944{col 71}{space 3} 2.637799
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. estimates store m2
{txt}
{com}. 
. replace hub_taa = hub_taa10
{txt}(500 real changes made)

{com}. replace nhub_taa = nhub_taa10
{txt}(500 real changes made)

{com}. 
. eststo: xi: reg ladder_area hub_taa nhub_taa age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone) 
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(21, 422)        =  {res}    52.42
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3281
                                                {txt}Root MSE          =    {res} 1.3365

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa {c |}{col 15}{res}{space 2} -.010614{col 27}{space 2} .0034747{col 38}{space 1}   -3.05{col 47}{space 3}0.002{col 55}{space 4}-.0174438{col 68}{space 3}-.0037841
{txt}{space 5}nhub_taa {c |}{col 15}{res}{space 2}-.0041166{col 27}{space 2} .0011511{col 38}{space 1}   -3.58{col 47}{space 3}0.000{col 55}{space 4}-.0063791{col 68}{space 3} -.001854
{txt}{space 10}age {c |}{col 15}{res}{space 2} -.001988{col 27}{space 2} .0013895{col 38}{space 1}   -1.43{col 47}{space 3}0.153{col 55}{space 4}-.0047192{col 68}{space 3} .0007432
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0701164{col 27}{space 2} .0498769{col 38}{space 1}   -1.41{col 47}{space 3}0.161{col 55}{space 4}-.1681544{col 68}{space 3} .0279216
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0441558{col 27}{space 2} .1743278{col 38}{space 1}   -0.25{col 47}{space 3}0.800{col 55}{space 4}-.3868148{col 68}{space 3} .2985032
{txt}{space 8}black {c |}{col 15}{res}{space 2}  .018742{col 27}{space 2} .1032447{col 38}{space 1}    0.18{col 47}{space 3}0.856{col 55}{space 4}-.1841959{col 68}{space 3} .2216799
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1123323{col 27}{space 2} .1205772{col 38}{space 1}    0.93{col 47}{space 3}0.352{col 55}{space 4}-.1246744{col 68}{space 3}  .349339
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2517856{col 27}{space 2}  .125086{col 38}{space 1}    2.01{col 47}{space 3}0.045{col 55}{space 4} .0059163{col 68}{space 3} .4976549
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0341293{col 27}{space 2} .0490053{col 38}{space 1}   -0.70{col 47}{space 3}0.487{col 55}{space 4}-.1304542{col 68}{space 3} .0621956
{txt}{space 10}gop {c |}{col 15}{res}{space 2}  .080547{col 27}{space 2} .0631205{col 38}{space 1}    1.28{col 47}{space 3}0.203{col 55}{space 4}-.0435227{col 68}{space 3} .2046167
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0803836{col 27}{space 2} .0632305{col 38}{space 1}    1.27{col 47}{space 3}0.204{col 55}{space 4}-.0439023{col 68}{space 3} .2046696
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0396979{col 27}{space 2} .0084757{col 38}{space 1}   -4.68{col 47}{space 3}0.000{col 55}{space 4}-.0563578{col 68}{space 3} -.023038
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4718494{col 27}{space 2} .0167044{col 38}{space 1}   28.25{col 47}{space 3}0.000{col 55}{space 4} .4390152{col 68}{space 3} .5046836
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0591052{col 27}{space 2} .1424656{col 38}{space 1}   -0.41{col 47}{space 3}0.678{col 55}{space 4}-.3391358{col 68}{space 3} .2209254
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0605224{col 27}{space 2} .1466318{col 38}{space 1}   -0.41{col 47}{space 3}0.680{col 55}{space 4} -.348742{col 68}{space 3} .2276973
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1170476{col 27}{space 2} .1732851{col 38}{space 1}   -0.68{col 47}{space 3}0.500{col 55}{space 4}-.4576571{col 68}{space 3}  .223562
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3228993{col 27}{space 2} .1318828{col 38}{space 1}   -2.45{col 47}{space 3}0.015{col 55}{space 4}-.5821283{col 68}{space 3}-.0636702
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3612305{col 27}{space 2} .1495374{col 38}{space 1}   -2.42{col 47}{space 3}0.016{col 55}{space 4}-.6551615{col 68}{space 3}-.0672995
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1542252{col 27}{space 2} .1706291{col 38}{space 1}   -0.90{col 47}{space 3}0.367{col 55}{space 4}-.4896139{col 68}{space 3} .1811635
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4095968{col 27}{space 2} .1640076{col 38}{space 1}   -2.50{col 47}{space 3}0.013{col 55}{space 4}-.7319703{col 68}{space 3}-.0872232
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1946136{col 27}{space 2} .1562556{col 38}{space 1}   -1.25{col 47}{space 3}0.214{col 55}{space 4}-.5017499{col 68}{space 3} .1125226
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.694889{col 27}{space 2}  .166558{col 38}{space 1}   22.18{col 47}{space 3}0.000{col 55}{space 4} 3.367502{col 68}{space 3} 4.022275
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. estimates store m3
{txt}
{com}. 
. eststo: xi: reg ladder_area hub_taa nhub_taa age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone) 
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(22, 422)        =  {res}    99.72
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4244
                                                {txt}Root MSE          =    {res} 1.2372

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa {c |}{col 18}{res}{space 2}-.0098078{col 30}{space 2} .0037202{col 41}{space 1}   -2.64{col 50}{space 3}0.009{col 58}{space 4}-.0171203{col 71}{space 3}-.0024954
{txt}{space 8}nhub_taa {c |}{col 18}{res}{space 2}-.0037585{col 30}{space 2} .0010485{col 41}{space 1}   -3.58{col 50}{space 3}0.000{col 58}{space 4}-.0058195{col 71}{space 3}-.0016976
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0004353{col 30}{space 2} .0013415{col 41}{space 1}    0.32{col 50}{space 3}0.746{col 58}{space 4}-.0022016{col 71}{space 3} .0030721
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0325995{col 30}{space 2} .0464582{col 41}{space 1}   -0.70{col 50}{space 3}0.483{col 58}{space 4}-.1239178{col 71}{space 3} .0587187
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0934857{col 30}{space 2} .1439458{col 41}{space 1}   -0.65{col 50}{space 3}0.516{col 58}{space 4}-.3764259{col 71}{space 3} .1894544
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0049036{col 30}{space 2} .0946167{col 41}{space 1}    0.05{col 50}{space 3}0.959{col 58}{space 4}-.1810752{col 71}{space 3} .1908824
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0260651{col 30}{space 2} .1158945{col 41}{space 1}    0.22{col 50}{space 3}0.822{col 58}{space 4}-.2017373{col 71}{space 3} .2538675
{txt}{space 11}asian {c |}{col 18}{res}{space 2}  .219738{col 30}{space 2} .1172639{col 41}{space 1}    1.87{col 50}{space 3}0.062{col 58}{space 4} -.010756{col 71}{space 3}  .450232
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0013989{col 30}{space 2} .0457148{col 41}{space 1}    0.03{col 50}{space 3}0.976{col 58}{space 4}-.0884582{col 71}{space 3} .0912559
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0129974{col 30}{space 2} .0591484{col 41}{space 1}    0.22{col 50}{space 3}0.826{col 58}{space 4}-.1032648{col 71}{space 3} .1292595
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0272844{col 30}{space 2} .0582211{col 41}{space 1}    0.47{col 50}{space 3}0.640{col 58}{space 4}-.0871551{col 71}{space 3} .1417238
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0316746{col 30}{space 2} .0081513{col 41}{space 1}   -3.89{col 50}{space 3}0.000{col 58}{space 4}-.0476967{col 71}{space 3}-.0156524
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3726224{col 30}{space 2} .0178759{col 41}{space 1}   20.85{col 50}{space 3}0.000{col 58}{space 4} .3374856{col 71}{space 3} .4077592
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3001513{col 30}{space 2} .0170809{col 41}{space 1}   17.57{col 50}{space 3}0.000{col 58}{space 4}  .266577{col 71}{space 3} .3337255
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2} -.091106{col 30}{space 2} .1364455{col 41}{space 1}   -0.67{col 50}{space 3}0.505{col 58}{space 4}-.3593035{col 71}{space 3} .1770914
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2} -.093819{col 30}{space 2} .1361892{col 41}{space 1}   -0.69{col 50}{space 3}0.491{col 58}{space 4}-.3615127{col 71}{space 3} .1738747
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0513726{col 30}{space 2} .1566375{col 41}{space 1}   -0.33{col 50}{space 3}0.743{col 58}{space 4}-.3592594{col 71}{space 3} .2565142
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2329367{col 30}{space 2} .1249759{col 41}{space 1}   -1.86{col 50}{space 3}0.063{col 58}{space 4}-.4785896{col 71}{space 3} .0127162
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.2795903{col 30}{space 2} .1384439{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.5517159{col 71}{space 3}-.0074647
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.0967997{col 30}{space 2} .1497188{col 41}{space 1}   -0.65{col 50}{space 3}0.518{col 58}{space 4}-.3910873{col 71}{space 3} .1974879
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.3048821{col 30}{space 2} .1508402{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.6013738{col 71}{space 3}-.0083904
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2} -.198874{col 30}{space 2} .1502725{col 41}{space 1}   -1.32{col 50}{space 3}0.186{col 58}{space 4}-.4942498{col 71}{space 3} .0965019
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.304236{col 30}{space 2} .1707221{col 41}{space 1}   13.50{col 50}{space 3}0.000{col 58}{space 4} 1.968664{col 71}{space 3} 2.639807
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. estimates store m4
{txt}
{com}. 
. replace hub_taa = hub_taa15
{txt}(52 real changes made)

{com}. replace nhub_taa = nhub_taa15
{txt}(52 real changes made)

{com}. 
. eststo: xi: reg ladder_area hub_taa nhub_taa age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone) 
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(21, 422)        =  {res}    52.54
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3281
                                                {txt}Root MSE          =    {res} 1.3365

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa {c |}{col 15}{res}{space 2}-.0108026{col 27}{space 2} .0034158{col 38}{space 1}   -3.16{col 47}{space 3}0.002{col 55}{space 4}-.0175167{col 68}{space 3}-.0040885
{txt}{space 5}nhub_taa {c |}{col 15}{res}{space 2}-.0040875{col 27}{space 2}   .00115{col 38}{space 1}   -3.55{col 47}{space 3}0.000{col 55}{space 4} -.006348{col 68}{space 3}-.0018271
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0019913{col 27}{space 2} .0013894{col 38}{space 1}   -1.43{col 47}{space 3}0.153{col 55}{space 4}-.0047224{col 68}{space 3} .0007397
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0701846{col 27}{space 2} .0498707{col 38}{space 1}   -1.41{col 47}{space 3}0.160{col 55}{space 4}-.1682105{col 68}{space 3} .0278414
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0439471{col 27}{space 2} .1743191{col 38}{space 1}   -0.25{col 47}{space 3}0.801{col 55}{space 4}-.3865889{col 68}{space 3} .2986947
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0187897{col 27}{space 2} .1032375{col 38}{space 1}    0.18{col 47}{space 3}0.856{col 55}{space 4}-.1841342{col 68}{space 3} .2217135
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1123195{col 27}{space 2} .1205636{col 38}{space 1}    0.93{col 47}{space 3}0.352{col 55}{space 4}-.1246604{col 68}{space 3} .3492994
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2516674{col 27}{space 2} .1250804{col 38}{space 1}    2.01{col 47}{space 3}0.045{col 55}{space 4} .0058093{col 68}{space 3} .4975256
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0341233{col 27}{space 2} .0489992{col 38}{space 1}   -0.70{col 47}{space 3}0.487{col 55}{space 4}-.1304362{col 68}{space 3} .0621895
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0804319{col 27}{space 2} .0631224{col 38}{space 1}    1.27{col 47}{space 3}0.203{col 55}{space 4}-.0436415{col 68}{space 3} .2045054
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0802584{col 27}{space 2}  .063221{col 38}{space 1}    1.27{col 47}{space 3}0.205{col 55}{space 4}-.0440089{col 68}{space 3} .2045257
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0396789{col 27}{space 2} .0084758{col 38}{space 1}   -4.68{col 47}{space 3}0.000{col 55}{space 4} -.056339{col 68}{space 3}-.0230189
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4718667{col 27}{space 2} .0167014{col 38}{space 1}   28.25{col 47}{space 3}0.000{col 55}{space 4} .4390384{col 68}{space 3}  .504695
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0585263{col 27}{space 2}   .14241{col 38}{space 1}   -0.41{col 47}{space 3}0.681{col 55}{space 4}-.3384475{col 68}{space 3}  .221395
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0600677{col 27}{space 2} .1466495{col 38}{space 1}   -0.41{col 47}{space 3}0.682{col 55}{space 4}-.3483222{col 68}{space 3} .2281868
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1159172{col 27}{space 2} .1732722{col 38}{space 1}   -0.67{col 47}{space 3}0.504{col 55}{space 4}-.4565013{col 68}{space 3}  .224667
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3227196{col 27}{space 2} .1319081{col 38}{space 1}   -2.45{col 47}{space 3}0.015{col 55}{space 4}-.5819983{col 68}{space 3}-.0634409
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3613667{col 27}{space 2} .1495634{col 38}{space 1}   -2.42{col 47}{space 3}0.016{col 55}{space 4}-.6553488{col 68}{space 3}-.0673846
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1535865{col 27}{space 2} .1706181{col 38}{space 1}   -0.90{col 47}{space 3}0.369{col 55}{space 4}-.4889537{col 68}{space 3} .1817807
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4091891{col 27}{space 2}  .164027{col 38}{space 1}   -2.49{col 47}{space 3}0.013{col 55}{space 4}-.7316008{col 68}{space 3}-.0867774
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1942599{col 27}{space 2} .1562886{col 38}{space 1}   -1.24{col 47}{space 3}0.215{col 55}{space 4} -.501461{col 68}{space 3} .1129413
{txt}{space 8}_cons {c |}{col 15}{res}{space 2}  3.69433{col 27}{space 2} .1665705{col 38}{space 1}   22.18{col 47}{space 3}0.000{col 55}{space 4} 3.366918{col 68}{space 3} 4.021741
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. estimates store m5
{txt}
{com}. 
. eststo: xi: reg ladder_area hub_taa nhub_taa age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone) 
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(22, 422)        =  {res}    99.89
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4245
                                                {txt}Root MSE          =    {res} 1.2371

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa {c |}{col 18}{res}{space 2}-.0099991{col 30}{space 2} .0036536{col 41}{space 1}   -2.74{col 50}{space 3}0.006{col 58}{space 4}-.0171805{col 71}{space 3}-.0028177
{txt}{space 8}nhub_taa {c |}{col 18}{res}{space 2}-.0037293{col 30}{space 2} .0010473{col 41}{space 1}   -3.56{col 50}{space 3}0.000{col 58}{space 4}-.0057879{col 71}{space 3}-.0016706
{txt}{space 13}age {c |}{col 18}{res}{space 2}  .000432{col 30}{space 2} .0013414{col 41}{space 1}    0.32{col 50}{space 3}0.748{col 58}{space 4}-.0022047{col 71}{space 3} .0030688
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0326686{col 30}{space 2}  .046452{col 41}{space 1}   -0.70{col 50}{space 3}0.482{col 58}{space 4}-.1239746{col 71}{space 3} .0586374
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0932672{col 30}{space 2} .1439539{col 41}{space 1}   -0.65{col 50}{space 3}0.517{col 58}{space 4}-.3762232{col 71}{space 3} .1896888
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0049493{col 30}{space 2} .0946188{col 41}{space 1}    0.05{col 50}{space 3}0.958{col 58}{space 4}-.1810336{col 71}{space 3} .1909322
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0260584{col 30}{space 2} .1158768{col 41}{space 1}    0.22{col 50}{space 3}0.822{col 58}{space 4}-.2017091{col 71}{space 3}  .253826
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2196288{col 30}{space 2} .1172598{col 41}{space 1}    1.87{col 50}{space 3}0.062{col 58}{space 4}-.0108572{col 71}{space 3} .4501148
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0014083{col 30}{space 2} .0457062{col 41}{space 1}    0.03{col 50}{space 3}0.975{col 58}{space 4}-.0884319{col 71}{space 3} .0912484
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0128825{col 30}{space 2}  .059156{col 41}{space 1}    0.22{col 50}{space 3}0.828{col 58}{space 4}-.1033946{col 71}{space 3} .1291596
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0271612{col 30}{space 2} .0582105{col 41}{space 1}    0.47{col 50}{space 3}0.641{col 58}{space 4}-.0872574{col 71}{space 3} .1415798
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0316563{col 30}{space 2} .0081515{col 41}{space 1}   -3.88{col 50}{space 3}0.000{col 58}{space 4}-.0476789{col 71}{space 3}-.0156337
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3726406{col 30}{space 2} .0178733{col 41}{space 1}   20.85{col 50}{space 3}0.000{col 58}{space 4} .3375088{col 71}{space 3} .4077723
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3001476{col 30}{space 2} .0170798{col 41}{space 1}   17.57{col 50}{space 3}0.000{col 58}{space 4} .2665754{col 71}{space 3} .3337197
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0905507{col 30}{space 2} .1363972{col 41}{space 1}   -0.66{col 50}{space 3}0.507{col 58}{space 4}-.3586532{col 71}{space 3} .1775519
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.0933561{col 30}{space 2} .1362052{col 41}{space 1}   -0.69{col 50}{space 3}0.493{col 58}{space 4}-.3610813{col 71}{space 3} .1743691
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}  -.05024{col 30}{space 2} .1566223{col 41}{space 1}   -0.32{col 50}{space 3}0.749{col 58}{space 4} -.358097{col 71}{space 3} .2576171
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2327556{col 30}{space 2} .1249937{col 41}{space 1}   -1.86{col 50}{space 3}0.063{col 58}{space 4}-.4784434{col 71}{space 3} .0129321
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2} -.279726{col 30}{space 2}  .138464{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4} -.551891{col 71}{space 3} -.007561
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2} -.096174{col 30}{space 2} .1496885{col 41}{space 1}   -0.64{col 50}{space 3}0.521{col 58}{space 4} -.390402{col 71}{space 3}  .198054
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.3044744{col 30}{space 2} .1508605{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.6010061{col 71}{space 3}-.0079427
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1985183{col 30}{space 2} .1503025{col 41}{space 1}   -1.32{col 50}{space 3}0.187{col 58}{space 4}-.4939531{col 71}{space 3} .0969165
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.303686{col 30}{space 2}  .170719{col 41}{space 1}   13.49{col 50}{space 3}0.000{col 58}{space 4}  1.96812{col 71}{space 3} 2.639251
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. estimates store m6
{txt}
{com}. 
. replace hub_taa = hub_taa20
{txt}(0 real changes made)

{com}. replace nhub_taa = nhub_taa20
{txt}(0 real changes made)

{com}. 
. eststo: xi: reg ladder_area hub_taa nhub_taa age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone) 
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(21, 422)        =  {res}    52.54
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3281
                                                {txt}Root MSE          =    {res} 1.3365

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa {c |}{col 15}{res}{space 2}-.0108026{col 27}{space 2} .0034158{col 38}{space 1}   -3.16{col 47}{space 3}0.002{col 55}{space 4}-.0175167{col 68}{space 3}-.0040885
{txt}{space 5}nhub_taa {c |}{col 15}{res}{space 2}-.0040875{col 27}{space 2}   .00115{col 38}{space 1}   -3.55{col 47}{space 3}0.000{col 55}{space 4} -.006348{col 68}{space 3}-.0018271
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0019913{col 27}{space 2} .0013894{col 38}{space 1}   -1.43{col 47}{space 3}0.153{col 55}{space 4}-.0047224{col 68}{space 3} .0007397
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0701846{col 27}{space 2} .0498707{col 38}{space 1}   -1.41{col 47}{space 3}0.160{col 55}{space 4}-.1682105{col 68}{space 3} .0278414
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0439471{col 27}{space 2} .1743191{col 38}{space 1}   -0.25{col 47}{space 3}0.801{col 55}{space 4}-.3865889{col 68}{space 3} .2986947
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0187897{col 27}{space 2} .1032375{col 38}{space 1}    0.18{col 47}{space 3}0.856{col 55}{space 4}-.1841342{col 68}{space 3} .2217135
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1123195{col 27}{space 2} .1205636{col 38}{space 1}    0.93{col 47}{space 3}0.352{col 55}{space 4}-.1246604{col 68}{space 3} .3492994
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2516674{col 27}{space 2} .1250804{col 38}{space 1}    2.01{col 47}{space 3}0.045{col 55}{space 4} .0058093{col 68}{space 3} .4975256
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0341233{col 27}{space 2} .0489992{col 38}{space 1}   -0.70{col 47}{space 3}0.487{col 55}{space 4}-.1304362{col 68}{space 3} .0621895
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0804319{col 27}{space 2} .0631224{col 38}{space 1}    1.27{col 47}{space 3}0.203{col 55}{space 4}-.0436415{col 68}{space 3} .2045054
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0802584{col 27}{space 2}  .063221{col 38}{space 1}    1.27{col 47}{space 3}0.205{col 55}{space 4}-.0440089{col 68}{space 3} .2045257
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0396789{col 27}{space 2} .0084758{col 38}{space 1}   -4.68{col 47}{space 3}0.000{col 55}{space 4} -.056339{col 68}{space 3}-.0230189
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4718667{col 27}{space 2} .0167014{col 38}{space 1}   28.25{col 47}{space 3}0.000{col 55}{space 4} .4390384{col 68}{space 3}  .504695
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0585263{col 27}{space 2}   .14241{col 38}{space 1}   -0.41{col 47}{space 3}0.681{col 55}{space 4}-.3384475{col 68}{space 3}  .221395
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0600677{col 27}{space 2} .1466495{col 38}{space 1}   -0.41{col 47}{space 3}0.682{col 55}{space 4}-.3483222{col 68}{space 3} .2281868
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1159172{col 27}{space 2} .1732722{col 38}{space 1}   -0.67{col 47}{space 3}0.504{col 55}{space 4}-.4565013{col 68}{space 3}  .224667
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3227196{col 27}{space 2} .1319081{col 38}{space 1}   -2.45{col 47}{space 3}0.015{col 55}{space 4}-.5819983{col 68}{space 3}-.0634409
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3613667{col 27}{space 2} .1495634{col 38}{space 1}   -2.42{col 47}{space 3}0.016{col 55}{space 4}-.6553488{col 68}{space 3}-.0673846
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1535865{col 27}{space 2} .1706181{col 38}{space 1}   -0.90{col 47}{space 3}0.369{col 55}{space 4}-.4889537{col 68}{space 3} .1817807
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4091891{col 27}{space 2}  .164027{col 38}{space 1}   -2.49{col 47}{space 3}0.013{col 55}{space 4}-.7316008{col 68}{space 3}-.0867774
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1942599{col 27}{space 2} .1562886{col 38}{space 1}   -1.24{col 47}{space 3}0.215{col 55}{space 4} -.501461{col 68}{space 3} .1129413
{txt}{space 8}_cons {c |}{col 15}{res}{space 2}  3.69433{col 27}{space 2} .1665705{col 38}{space 1}   22.18{col 47}{space 3}0.000{col 55}{space 4} 3.366918{col 68}{space 3} 4.021741
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est7{txt} stored)

{com}. estimates store m7
{txt}
{com}. 
. eststo: xi: reg ladder_area hub_taa nhub_taa age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone) 
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(22, 422)        =  {res}    99.89
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4245
                                                {txt}Root MSE          =    {res} 1.2371

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa {c |}{col 18}{res}{space 2}-.0099991{col 30}{space 2} .0036536{col 41}{space 1}   -2.74{col 50}{space 3}0.006{col 58}{space 4}-.0171805{col 71}{space 3}-.0028177
{txt}{space 8}nhub_taa {c |}{col 18}{res}{space 2}-.0037293{col 30}{space 2} .0010473{col 41}{space 1}   -3.56{col 50}{space 3}0.000{col 58}{space 4}-.0057879{col 71}{space 3}-.0016706
{txt}{space 13}age {c |}{col 18}{res}{space 2}  .000432{col 30}{space 2} .0013414{col 41}{space 1}    0.32{col 50}{space 3}0.748{col 58}{space 4}-.0022047{col 71}{space 3} .0030688
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0326686{col 30}{space 2}  .046452{col 41}{space 1}   -0.70{col 50}{space 3}0.482{col 58}{space 4}-.1239746{col 71}{space 3} .0586374
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0932672{col 30}{space 2} .1439539{col 41}{space 1}   -0.65{col 50}{space 3}0.517{col 58}{space 4}-.3762232{col 71}{space 3} .1896888
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0049493{col 30}{space 2} .0946188{col 41}{space 1}    0.05{col 50}{space 3}0.958{col 58}{space 4}-.1810336{col 71}{space 3} .1909322
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0260584{col 30}{space 2} .1158768{col 41}{space 1}    0.22{col 50}{space 3}0.822{col 58}{space 4}-.2017091{col 71}{space 3}  .253826
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2196288{col 30}{space 2} .1172598{col 41}{space 1}    1.87{col 50}{space 3}0.062{col 58}{space 4}-.0108572{col 71}{space 3} .4501148
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0014083{col 30}{space 2} .0457062{col 41}{space 1}    0.03{col 50}{space 3}0.975{col 58}{space 4}-.0884319{col 71}{space 3} .0912484
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0128825{col 30}{space 2}  .059156{col 41}{space 1}    0.22{col 50}{space 3}0.828{col 58}{space 4}-.1033946{col 71}{space 3} .1291596
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0271612{col 30}{space 2} .0582105{col 41}{space 1}    0.47{col 50}{space 3}0.641{col 58}{space 4}-.0872574{col 71}{space 3} .1415798
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0316563{col 30}{space 2} .0081515{col 41}{space 1}   -3.88{col 50}{space 3}0.000{col 58}{space 4}-.0476789{col 71}{space 3}-.0156337
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3726406{col 30}{space 2} .0178733{col 41}{space 1}   20.85{col 50}{space 3}0.000{col 58}{space 4} .3375088{col 71}{space 3} .4077723
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3001476{col 30}{space 2} .0170798{col 41}{space 1}   17.57{col 50}{space 3}0.000{col 58}{space 4} .2665754{col 71}{space 3} .3337197
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0905507{col 30}{space 2} .1363972{col 41}{space 1}   -0.66{col 50}{space 3}0.507{col 58}{space 4}-.3586532{col 71}{space 3} .1775519
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.0933561{col 30}{space 2} .1362052{col 41}{space 1}   -0.69{col 50}{space 3}0.493{col 58}{space 4}-.3610813{col 71}{space 3} .1743691
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}  -.05024{col 30}{space 2} .1566223{col 41}{space 1}   -0.32{col 50}{space 3}0.749{col 58}{space 4} -.358097{col 71}{space 3} .2576171
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2327556{col 30}{space 2} .1249937{col 41}{space 1}   -1.86{col 50}{space 3}0.063{col 58}{space 4}-.4784434{col 71}{space 3} .0129321
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2} -.279726{col 30}{space 2}  .138464{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4} -.551891{col 71}{space 3} -.007561
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2} -.096174{col 30}{space 2} .1496885{col 41}{space 1}   -0.64{col 50}{space 3}0.521{col 58}{space 4} -.390402{col 71}{space 3}  .198054
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.3044744{col 30}{space 2} .1508605{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.6010061{col 71}{space 3}-.0079427
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1985183{col 30}{space 2} .1503025{col 41}{space 1}   -1.32{col 50}{space 3}0.187{col 58}{space 4}-.4939531{col 71}{space 3} .0969165
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.303686{col 30}{space 2}  .170719{col 41}{space 1}   13.49{col 50}{space 3}0.000{col 58}{space 4}  1.96812{col 71}{space 3} 2.639251
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est8{txt} stored)

{com}. estimates store m8
{txt}
{com}. 
. set scheme white_ptol
{txt}
{com}. 
. label var hub_taa "TAA Demand in Industrial Hubs"
{txt}
{com}. label var nhub_taa "TAA Demand in Non-Hubs"
{txt}
{com}. 
. 
. coefplot (m1, xscale(range(-0.02 0)) label("LQ Top 5%") xline(0) levels(95 90) ciopts(lwidth(medthick thick)) ///
>  msymbol(O) pstyle(p1) offset(0.25)) ///
>  (m2, label("LQ Top 5%") levels(95 90) ciopts(lwidth(medthick thick)) ///
>  msymbol(T) pstyle(p1) offset(0.2)) ///
>  (m3, label("LQ Top 10%") levels(95 90) ciopts(lwidth(medthick thick)) ///
>  msymbol(O) pstyle(p2) offset(0.1)) ///
>  (m4, label("LQ Top 10%") levels(95 90) ciopts(lwidth(medthick thick)) ///
>  msymbol(T) pstyle(p2) offset(0.05)) ///
>  (m5, label("LQ Top 15%") levels(95 90) ciopts(lwidth(medthick thick)) ///
>  msymbol(O) pstyle(p3) offset(-0.05)) ///
>  (m6, label("LQ Top 15%") levels(95 90) ciopts(lwidth(medthick thick)) ///
>  msymbol(T) pstyle(p3) offset(-0.1)) ///
>  (m7, label("LQ Top 20%") levels(95 90) ciopts(lwidth(medthick thick)) ///
>  msymbol(O) pstyle(p4) offset(-0.2)) ///
>  (m8, label("LQ Top 20%") levels(95 90) ciopts(lwidth(medthick thick)) ///
>  msymbol(T) pstyle(p4) offset(-0.25)), ///
>         byopts(compact cols(4)) keep(hub_taa nhub_taa) xlabel(,labsize(med)) ylabel(,labsize(med)) ///
>  legend(order(3 "LQ Top 5%" 9 "LQ Top 10%" 15 "LQ Top 15%" 21 "LQ Top 20%" ///
>          ///
>  99 "." ///
>  ///
>  3 "Base Model" 6 "Base Model" "+ Additional Control") ///
>  region(style(none)) cols(1) )
{res}{p 0 4 2}
{txt}(note:  named style
med not found in class
gsize,  default attributes used)
{p_end}
{p 0 4 2}
{txt}(note:  named style
med not found in class
gsize,  default attributes used)
{p_end}
{res}{txt}
{com}. 
. graph save "Figure4.gph", replace
{txt}(note: file Figure4.gph not found)
{res}{txt}(file Figure4.gph saved)

{com}. graph export "Figure4.pdf", replace
{txt}(file /Users/sungkim/Library/CloudStorage/Dropbox/KimPelc_Concentration/replication/dataverse/Figure4.pdf written in PDF format)

{com}.                  
. *****************
. **** Table 3 ****
. *****************
.                  
. * Table 3: Perception of Regional Standing and Populist Attitude
. 
. use "KimPelc_IO_Respondi.dta", clear
{txt}
{com}. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg thickpopulism ladder_avpersarea age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     3,303
                                                {txt}F(18, 390)        =  {res}     6.15
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0254
                                                {txt}Root MSE          =    {res} 1.9478

{txt}{ralign 93:(Std. Err. adjusted for {res:391} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}ladder_avpersarea {c |}{col 29}{res}{space 2}-.0460541{col 41}{space 2} .0230709{col 52}{space 1}   -2.00{col 61}{space 3}0.047{col 69}{space 4} -.091413{col 82}{space 3}-.0006951
{txt}{space 24}age {c |}{col 29}{res}{space 2}-.0109413{col 41}{space 2} .0020113{col 52}{space 1}   -5.44{col 61}{space 3}0.000{col 69}{space 4}-.0148956{col 82}{space 3}-.0069871
{txt}{space 23}male {c |}{col 29}{res}{space 2}-.0815005{col 41}{space 2}  .079202{col 52}{space 1}   -1.03{col 61}{space 3}0.304{col 69}{space 4}-.2372169{col 82}{space 3} .0742158
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.1183062{col 41}{space 2} .0699452{col 52}{space 1}   -1.69{col 61}{space 3}0.092{col 69}{space 4}-.2558231{col 82}{space 3} .0192107
{txt}{space 16}race_others {c |}{col 29}{res}{space 2} .2049587{col 41}{space 2} .1492063{col 52}{space 1}    1.37{col 61}{space 3}0.170{col 69}{space 4}-.0883906{col 82}{space 3}  .498308
{txt}{space 22}black {c |}{col 29}{res}{space 2} .3888921{col 41}{space 2} .1203268{col 52}{space 1}    3.23{col 61}{space 3}0.001{col 69}{space 4} .1523218{col 82}{space 3} .6254624
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2} .2110156{col 41}{space 2} .1367706{col 52}{space 1}    1.54{col 61}{space 3}0.124{col 69}{space 4}-.0578843{col 82}{space 3} .4799155
{txt}{space 22}asian {c |}{col 29}{res}{space 2} .4051095{col 41}{space 2} .1557642{col 52}{space 1}    2.60{col 61}{space 3}0.010{col 69}{space 4} .0988669{col 82}{space 3} .7113521
{txt}{space 19}under50k {c |}{col 29}{res}{space 2}-.0077797{col 41}{space 2} .0694786{col 52}{space 1}   -0.11{col 61}{space 3}0.911{col 69}{space 4}-.1443792{col 82}{space 3} .1288198
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2} .0598545{col 41}{space 2} .0928894{col 52}{space 1}    0.64{col 61}{space 3}0.520{col 69}{space 4}-.1227722{col 82}{space 3} .2424812
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2}-.0893654{col 41}{space 2} .1768028{col 52}{space 1}   -0.51{col 61}{space 3}0.614{col 69}{space 4}-.4369711{col 82}{space 3} .2582404
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2}-.0294074{col 41}{space 2} .1597099{col 52}{space 1}   -0.18{col 61}{space 3}0.854{col 69}{space 4}-.3434074{col 82}{space 3} .2845926
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2}-.0699673{col 41}{space 2} .1909037{col 52}{space 1}   -0.37{col 61}{space 3}0.714{col 69}{space 4}-.4452965{col 82}{space 3} .3053619
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1770564{col 41}{space 2} .1781256{col 52}{space 1}   -0.99{col 61}{space 3}0.321{col 69}{space 4} -.527263{col 82}{space 3} .1731501
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .1341576{col 41}{space 2} .2051222{col 52}{space 1}    0.65{col 61}{space 3}0.513{col 69}{space 4}-.2691261{col 82}{space 3} .5374412
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2} .1168588{col 41}{space 2} .1628895{col 52}{space 1}    0.72{col 61}{space 3}0.474{col 69}{space 4}-.2033926{col 82}{space 3} .4371102
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.3187183{col 41}{space 2} .1963289{col 52}{space 1}   -1.62{col 61}{space 3}0.105{col 69}{space 4}-.7047139{col 82}{space 3} .0672772
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2}-.0967108{col 41}{space 2} .1641576{col 52}{space 1}   -0.59{col 61}{space 3}0.556{col 69}{space 4}-.4194554{col 82}{space 3} .2260338
{txt}{space 22}_cons {c |}{col 29}{res}{space 2} 5.973202{col 41}{space 2}   .23148{col 52}{space 1}   25.80{col 61}{space 3}0.000{col 69}{space 4} 5.518097{col 82}{space 3} 6.428306
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg thickpopulism ladder_personal age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     3,303
                                                {txt}F(18, 390)        =  {res}     5.82
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0239
                                                {txt}Root MSE          =    {res} 1.9493

{txt}{ralign 93:(Std. Err. adjusted for {res:391} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}ladder_personal {c |}{col 29}{res}{space 2} .0003726{col 41}{space 2}  .019706{col 52}{space 1}    0.02{col 61}{space 3}0.985{col 69}{space 4}-.0383707{col 82}{space 3} .0391159
{txt}{space 24}age {c |}{col 29}{res}{space 2}-.0110602{col 41}{space 2} .0020287{col 52}{space 1}   -5.45{col 61}{space 3}0.000{col 69}{space 4}-.0150488{col 82}{space 3}-.0070717
{txt}{space 23}male {c |}{col 29}{res}{space 2} -.085873{col 41}{space 2} .0786853{col 52}{space 1}   -1.09{col 61}{space 3}0.276{col 69}{space 4}-.2405735{col 82}{space 3} .0688275
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.1298643{col 41}{space 2} .0704188{col 52}{space 1}   -1.84{col 61}{space 3}0.066{col 69}{space 4}-.2683123{col 82}{space 3} .0085837
{txt}{space 16}race_others {c |}{col 29}{res}{space 2} .2215522{col 41}{space 2} .1495128{col 52}{space 1}    1.48{col 61}{space 3}0.139{col 69}{space 4}-.0723997{col 82}{space 3} .5155042
{txt}{space 22}black {c |}{col 29}{res}{space 2} .3949538{col 41}{space 2}   .12055{col 52}{space 1}    3.28{col 61}{space 3}0.001{col 69}{space 4} .1579446{col 82}{space 3}  .631963
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2} .2136461{col 41}{space 2} .1375581{col 52}{space 1}    1.55{col 61}{space 3}0.121{col 69}{space 4}-.0568022{col 82}{space 3} .4840943
{txt}{space 22}asian {c |}{col 29}{res}{space 2} .4048141{col 41}{space 2} .1553717{col 52}{space 1}    2.61{col 61}{space 3}0.010{col 69}{space 4} .0993431{col 82}{space 3}  .710285
{txt}{space 19}under50k {c |}{col 29}{res}{space 2}  .006935{col 41}{space 2} .0694145{col 52}{space 1}    0.10{col 61}{space 3}0.920{col 69}{space 4}-.1295385{col 82}{space 3} .1434086
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2} .0661532{col 41}{space 2}  .093773{col 52}{space 1}    0.71{col 61}{space 3}0.481{col 69}{space 4}-.1182107{col 82}{space 3}  .250517
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2}-.0830782{col 41}{space 2} .1768746{col 52}{space 1}   -0.47{col 61}{space 3}0.639{col 69}{space 4}-.4308253{col 82}{space 3} .2646689
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2}-.0352864{col 41}{space 2} .1613812{col 52}{space 1}   -0.22{col 61}{space 3}0.827{col 69}{space 4}-.3525723{col 82}{space 3} .2819995
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2} -.078638{col 41}{space 2} .1926419{col 52}{space 1}   -0.41{col 61}{space 3}0.683{col 69}{space 4}-.4573845{col 82}{space 3} .3001086
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1837422{col 41}{space 2} .1812517{col 52}{space 1}   -1.01{col 61}{space 3}0.311{col 69}{space 4}-.5400949{col 82}{space 3} .1726105
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .1290716{col 41}{space 2} .2072256{col 52}{space 1}    0.62{col 61}{space 3}0.534{col 69}{space 4}-.2783474{col 82}{space 3} .5364906
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2} .1119758{col 41}{space 2} .1649721{col 52}{space 1}    0.68{col 61}{space 3}0.498{col 69}{space 4}-.2123701{col 82}{space 3} .4363217
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.3132025{col 41}{space 2} .1969847{col 52}{space 1}   -1.59{col 61}{space 3}0.113{col 69}{space 4}-.7004873{col 82}{space 3} .0740823
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2}-.1064592{col 41}{space 2} .1674005{col 52}{space 1}   -0.64{col 61}{space 3}0.525{col 69}{space 4}-.4355795{col 82}{space 3} .2226611
{txt}{space 22}_cons {c |}{col 29}{res}{space 2}  5.73757{col 41}{space 2} .2112897{col 52}{space 1}   27.16{col 61}{space 3}0.000{col 69}{space 4} 5.322161{col 82}{space 3}  6.15298
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. eststo: xi: reg thickpopulism ladder_avpersarea ladder_personal age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     3,303
                                                {txt}F(19, 390)        =  {res}     5.86
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0260
                                                {txt}Root MSE          =    {res} 1.9475

{txt}{ralign 93:(Std. Err. adjusted for {res:391} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}ladder_avpersarea {c |}{col 29}{res}{space 2}  -.06429{col 41}{space 2} .0255877{col 52}{space 1}   -2.51{col 61}{space 3}0.012{col 69}{space 4}-.1145972{col 82}{space 3}-.0139828
{txt}{space 12}ladder_personal {c |}{col 29}{res}{space 2} .0297256{col 41}{space 2} .0217773{col 52}{space 1}    1.36{col 61}{space 3}0.173{col 69}{space 4}  -.01309{col 82}{space 3} .0725411
{txt}{space 24}age {c |}{col 29}{res}{space 2}-.0111158{col 41}{space 2} .0020433{col 52}{space 1}   -5.44{col 61}{space 3}0.000{col 69}{space 4}-.0151331{col 82}{space 3}-.0070986
{txt}{space 23}male {c |}{col 29}{res}{space 2}-.0868399{col 41}{space 2} .0782149{col 52}{space 1}   -1.11{col 61}{space 3}0.268{col 69}{space 4}-.2406154{col 82}{space 3} .0669357
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.1258706{col 41}{space 2} .0706535{col 52}{space 1}   -1.78{col 61}{space 3}0.076{col 69}{space 4}-.2647799{col 82}{space 3} .0130388
{txt}{space 16}race_others {c |}{col 29}{res}{space 2} .2003333{col 41}{space 2} .1484569{col 52}{space 1}    1.35{col 61}{space 3}0.178{col 69}{space 4}-.0915426{col 82}{space 3} .4922091
{txt}{space 22}black {c |}{col 29}{res}{space 2} .3867042{col 41}{space 2} .1207032{col 52}{space 1}    3.20{col 61}{space 3}0.001{col 69}{space 4} .1493939{col 82}{space 3} .6240144
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2} .2070269{col 41}{space 2}  .136177{col 52}{space 1}    1.52{col 61}{space 3}0.129{col 69}{space 4}-.0607061{col 82}{space 3} .4747598
{txt}{space 22}asian {c |}{col 29}{res}{space 2} .3974886{col 41}{space 2} .1563276{col 52}{space 1}    2.54{col 61}{space 3}0.011{col 69}{space 4} .0901383{col 82}{space 3}  .704839
{txt}{space 19}under50k {c |}{col 29}{res}{space 2} .0085263{col 41}{space 2} .0694775{col 52}{space 1}    0.12{col 61}{space 3}0.902{col 69}{space 4} -.128071{col 82}{space 3} .1451237
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2} .0666903{col 41}{space 2} .0940258{col 52}{space 1}    0.71{col 61}{space 3}0.479{col 69}{space 4}-.1181705{col 82}{space 3} .2515512
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2}-.0919587{col 41}{space 2} .1757289{col 52}{space 1}   -0.52{col 61}{space 3}0.601{col 69}{space 4}-.4374532{col 82}{space 3} .2535358
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2}-.0273974{col 41}{space 2} .1590339{col 52}{space 1}   -0.17{col 61}{space 3}0.863{col 69}{space 4}-.3400685{col 82}{space 3} .2852737
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2}-.0749218{col 41}{space 2} .1897767{col 52}{space 1}   -0.39{col 61}{space 3}0.693{col 69}{space 4}-.4480353{col 82}{space 3} .2981916
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1770404{col 41}{space 2} .1774956{col 52}{space 1}   -1.00{col 61}{space 3}0.319{col 69}{space 4}-.5260084{col 82}{space 3} .1719275
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .1406806{col 41}{space 2} .2041297{col 52}{space 1}    0.69{col 61}{space 3}0.491{col 69}{space 4}-.2606518{col 82}{space 3}  .542013
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2} .1167591{col 41}{space 2}  .162186{col 52}{space 1}    0.72{col 61}{space 3}0.472{col 69}{space 4}-.2021093{col 82}{space 3} .4356274
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.3150657{col 41}{space 2}  .195844{col 52}{space 1}   -1.61{col 61}{space 3}0.108{col 69}{space 4}-.7001078{col 82}{space 3} .0699764
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2}-.0913296{col 41}{space 2}  .162862{col 52}{space 1}   -0.56{col 61}{space 3}0.575{col 69}{space 4} -.411527{col 82}{space 3} .2288677
{txt}{space 22}_cons {c |}{col 29}{res}{space 2} 5.925473{col 41}{space 2} .2319651{col 52}{space 1}   25.54{col 61}{space 3}0.000{col 69}{space 4} 5.469414{col 82}{space 3} 6.381531
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. 
. eststo: xi: reg thickpopulism ladder_avpersarea age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division if high_shock == 0, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,662
                                                {txt}F(18, 217)        =  {res}     5.32
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0337
                                                {txt}Root MSE          =    {res} 1.9283

{txt}{ralign 93:(Std. Err. adjusted for {res:218} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}ladder_avpersarea {c |}{col 29}{res}{space 2} -.028358{col 41}{space 2} .0354916{col 52}{space 1}   -0.80{col 61}{space 3}0.425{col 69}{space 4}-.0983103{col 82}{space 3} .0415944
{txt}{space 24}age {c |}{col 29}{res}{space 2}-.0116657{col 41}{space 2} .0027686{col 52}{space 1}   -4.21{col 61}{space 3}0.000{col 69}{space 4}-.0171225{col 82}{space 3}-.0062089
{txt}{space 23}male {c |}{col 29}{res}{space 2}-.0602821{col 41}{space 2} .1294563{col 52}{space 1}   -0.47{col 61}{space 3}0.642{col 69}{space 4}-.3154347{col 82}{space 3} .1948705
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.0417161{col 41}{space 2} .0916349{col 52}{space 1}   -0.46{col 61}{space 3}0.649{col 69}{space 4}-.2223244{col 82}{space 3} .1388922
{txt}{space 16}race_others {c |}{col 29}{res}{space 2} .2601136{col 41}{space 2} .2091879{col 52}{space 1}    1.24{col 61}{space 3}0.215{col 69}{space 4}-.1521867{col 82}{space 3} .6724139
{txt}{space 22}black {c |}{col 29}{res}{space 2} .2615444{col 41}{space 2} .1812862{col 52}{space 1}    1.44{col 61}{space 3}0.151{col 69}{space 4}-.0957627{col 82}{space 3} .6188516
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2}  .200681{col 41}{space 2} .1980217{col 52}{space 1}    1.01{col 61}{space 3}0.312{col 69}{space 4}-.1896112{col 82}{space 3} .5909732
{txt}{space 22}asian {c |}{col 29}{res}{space 2} .5180297{col 41}{space 2} .1820412{col 52}{space 1}    2.85{col 61}{space 3}0.005{col 69}{space 4} .1592345{col 82}{space 3} .8768249
{txt}{space 19}under50k {c |}{col 29}{res}{space 2}-.0018517{col 41}{space 2} .0949273{col 52}{space 1}   -0.02{col 61}{space 3}0.984{col 69}{space 4}-.1889492{col 82}{space 3} .1852458
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2} .2494412{col 41}{space 2} .1361694{col 52}{space 1}    1.83{col 61}{space 3}0.068{col 69}{space 4}-.0189426{col 82}{space 3} .5178251
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2}-.0296754{col 41}{space 2} .3100089{col 52}{space 1}   -0.10{col 61}{space 3}0.924{col 69}{space 4}-.6406893{col 82}{space 3} .5813385
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2} .1296417{col 41}{space 2}  .295805{col 52}{space 1}    0.44{col 61}{space 3}0.662{col 69}{space 4}-.4533769{col 82}{space 3} .7126603
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2}  -.01082{col 41}{space 2} .2991057{col 52}{space 1}   -0.04{col 61}{space 3}0.971{col 69}{space 4}-.6003443{col 82}{space 3} .5787043
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1526253{col 41}{space 2} .3050517{col 52}{space 1}   -0.50{col 61}{space 3}0.617{col 69}{space 4}-.7538688{col 82}{space 3} .4486182
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .2431352{col 41}{space 2} .3191935{col 52}{space 1}    0.76{col 61}{space 3}0.447{col 69}{space 4}-.3859813{col 82}{space 3} .8722517
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2} .3483469{col 41}{space 2} .3044944{col 52}{space 1}    1.14{col 61}{space 3}0.254{col 69}{space 4}-.2517982{col 82}{space 3}  .948492
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.4172048{col 41}{space 2} .3314049{col 52}{space 1}   -1.26{col 61}{space 3}0.209{col 69}{space 4}-1.070389{col 82}{space 3} .2359797
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2} .1124595{col 41}{space 2} .2977024{col 52}{space 1}    0.38{col 61}{space 3}0.706{col 69}{space 4}-.4742989{col 82}{space 3} .6992178
{txt}{space 22}_cons {c |}{col 29}{res}{space 2} 5.723559{col 41}{space 2} .3585877{col 52}{space 1}   15.96{col 61}{space 3}0.000{col 69}{space 4} 5.016799{col 82}{space 3}  6.43032
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. eststo: xi: reg thickpopulism ladder_personal age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division if high_shock == 0, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,662
                                                {txt}F(18, 217)        =  {res}     4.92
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0336
                                                {txt}Root MSE          =    {res} 1.9283

{txt}{ralign 93:(Std. Err. adjusted for {res:218} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}ladder_personal {c |}{col 29}{res}{space 2} .0237344{col 41}{space 2} .0298582{col 52}{space 1}    0.79{col 61}{space 3}0.428{col 69}{space 4}-.0351149{col 82}{space 3} .0825836
{txt}{space 24}age {c |}{col 29}{res}{space 2}-.0119477{col 41}{space 2} .0027549{col 52}{space 1}   -4.34{col 61}{space 3}0.000{col 69}{space 4}-.0173774{col 82}{space 3}-.0065181
{txt}{space 23}male {c |}{col 29}{res}{space 2}-.0699177{col 41}{space 2} .1265046{col 52}{space 1}   -0.55{col 61}{space 3}0.581{col 69}{space 4}-.3192527{col 82}{space 3} .1794172
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.0522825{col 41}{space 2} .0915158{col 52}{space 1}   -0.57{col 61}{space 3}0.568{col 69}{space 4}-.2326561{col 82}{space 3} .1280912
{txt}{space 16}race_others {c |}{col 29}{res}{space 2}  .267482{col 41}{space 2} .2092924{col 52}{space 1}    1.28{col 61}{space 3}0.203{col 69}{space 4}-.1450242{col 82}{space 3} .6799881
{txt}{space 22}black {c |}{col 29}{res}{space 2} .2687186{col 41}{space 2} .1825881{col 52}{space 1}    1.47{col 61}{space 3}0.143{col 69}{space 4}-.0911545{col 82}{space 3} .6285917
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2} .2011387{col 41}{space 2} .1993956{col 52}{space 1}    1.01{col 61}{space 3}0.314{col 69}{space 4}-.1918613{col 82}{space 3} .5941386
{txt}{space 22}asian {c |}{col 29}{res}{space 2} .5145126{col 41}{space 2} .1812727{col 52}{space 1}    2.84{col 61}{space 3}0.005{col 69}{space 4} .1572321{col 82}{space 3} .8717931
{txt}{space 19}under50k {c |}{col 29}{res}{space 2} .0312151{col 41}{space 2}  .096608{col 52}{space 1}    0.32{col 61}{space 3}0.747{col 69}{space 4}-.1591951{col 82}{space 3} .2216252
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2} .2649459{col 41}{space 2} .1386721{col 52}{space 1}    1.91{col 61}{space 3}0.057{col 69}{space 4}-.0083707{col 82}{space 3} .5382625
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2} -.020247{col 41}{space 2} .3116351{col 52}{space 1}   -0.06{col 61}{space 3}0.948{col 69}{space 4}-.6344663{col 82}{space 3} .5939722
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2} .1270796{col 41}{space 2} .3021845{col 52}{space 1}    0.42{col 61}{space 3}0.675{col 69}{space 4}-.4685129{col 82}{space 3}  .722672
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2}-.0118993{col 41}{space 2} .3044274{col 52}{space 1}   -0.04{col 61}{space 3}0.969{col 69}{space 4}-.6119124{col 82}{space 3} .5881137
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1506527{col 41}{space 2} .3123663{col 52}{space 1}   -0.48{col 61}{space 3}0.630{col 69}{space 4} -.766313{col 82}{space 3} .4650077
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .2496419{col 41}{space 2} .3242973{col 52}{space 1}    0.77{col 61}{space 3}0.442{col 69}{space 4} -.389534{col 82}{space 3} .8888178
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2} .3586033{col 41}{space 2} .3092735{col 52}{space 1}    1.16{col 61}{space 3}0.248{col 69}{space 4}-.2509612{col 82}{space 3} .9681679
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.4035676{col 41}{space 2}  .335669{col 52}{space 1}   -1.20{col 61}{space 3}0.231{col 69}{space 4}-1.065157{col 82}{space 3} .2580214
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2} .1134195{col 41}{space 2} .3039869{col 52}{space 1}    0.37{col 61}{space 3}0.709{col 69}{space 4}-.4857254{col 82}{space 3} .7125644
{txt}{space 22}_cons {c |}{col 29}{res}{space 2}  5.45374{col 41}{space 2} .3547172{col 52}{space 1}   15.37{col 61}{space 3}0.000{col 69}{space 4} 4.754608{col 82}{space 3} 6.152872
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. 
. eststo: xi: reg thickpopulism ladder_avpersarea age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division if high_shock == 1, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,641
                                                {txt}F(18, 172)        =  {res}     4.10
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0265
                                                {txt}Root MSE          =    {res} 1.9691

{txt}{ralign 93:(Std. Err. adjusted for {res:173} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}ladder_avpersarea {c |}{col 29}{res}{space 2} -.059808{col 41}{space 2} .0291148{col 52}{space 1}   -2.05{col 61}{space 3}0.041{col 69}{space 4}-.1172763{col 82}{space 3}-.0023397
{txt}{space 24}age {c |}{col 29}{res}{space 2} -.010859{col 41}{space 2} .0029564{col 52}{space 1}   -3.67{col 61}{space 3}0.000{col 69}{space 4}-.0166945{col 82}{space 3}-.0050236
{txt}{space 23}male {c |}{col 29}{res}{space 2}-.1088926{col 41}{space 2}  .090062{col 52}{space 1}   -1.21{col 61}{space 3}0.228{col 69}{space 4}-.2866616{col 82}{space 3} .0688764
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.1940689{col 41}{space 2} .0967946{col 52}{space 1}   -2.00{col 61}{space 3}0.047{col 69}{space 4}-.3851271{col 82}{space 3}-.0030106
{txt}{space 16}race_others {c |}{col 29}{res}{space 2}  .134748{col 41}{space 2} .2268876{col 52}{space 1}    0.59{col 61}{space 3}0.553{col 69}{space 4}-.3130945{col 82}{space 3} .5825905
{txt}{space 22}black {c |}{col 29}{res}{space 2}  .508352{col 41}{space 2} .1707399{col 52}{space 1}    2.98{col 61}{space 3}0.003{col 69}{space 4} .1713368{col 82}{space 3} .8453673
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2} .2361851{col 41}{space 2} .1878151{col 52}{space 1}    1.26{col 61}{space 3}0.210{col 69}{space 4}-.1345342{col 82}{space 3} .6069044
{txt}{space 22}asian {c |}{col 29}{res}{space 2} .3003876{col 41}{space 2} .2399031{col 52}{space 1}    1.25{col 61}{space 3}0.212{col 69}{space 4}-.1731458{col 82}{space 3} .7739209
{txt}{space 19}under50k {c |}{col 29}{res}{space 2}-.0045181{col 41}{space 2} .1008395{col 52}{space 1}   -0.04{col 61}{space 3}0.964{col 69}{space 4}-.2035604{col 82}{space 3} .1945241
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2}-.1169748{col 41}{space 2} .1168529{col 52}{space 1}   -1.00{col 61}{space 3}0.318{col 69}{space 4}-.3476253{col 82}{space 3} .1136756
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2}-.1224648{col 41}{space 2} .2272769{col 52}{space 1}   -0.54{col 61}{space 3}0.591{col 69}{space 4}-.5710759{col 82}{space 3} .3261463
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2}-.1478595{col 41}{space 2} .1954506{col 52}{space 1}   -0.76{col 61}{space 3}0.450{col 69}{space 4}  -.53365{col 82}{space 3}  .237931
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2}-.0926363{col 41}{space 2}  .297479{col 52}{space 1}   -0.31{col 61}{space 3}0.756{col 69}{space 4}-.6798159{col 82}{space 3} .4945433
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1279632{col 41}{space 2} .2004771{col 52}{space 1}   -0.64{col 61}{space 3}0.524{col 69}{space 4}-.5236754{col 82}{space 3}  .267749
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .0168537{col 41}{space 2}  .324956{col 52}{space 1}    0.05{col 61}{space 3}0.959{col 69}{space 4}-.6245614{col 82}{space 3} .6582688
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2}-.0388063{col 41}{space 2} .2023702{col 52}{space 1}   -0.19{col 61}{space 3}0.848{col 69}{space 4}-.4382551{col 82}{space 3} .3606425
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.2042342{col 41}{space 2} .2261852{col 52}{space 1}   -0.90{col 61}{space 3}0.368{col 69}{space 4}-.6506903{col 82}{space 3} .2422218
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2}-.2547123{col 41}{space 2} .1836604{col 52}{space 1}   -1.39{col 61}{space 3}0.167{col 69}{space 4}-.6172308{col 82}{space 3} .1078062
{txt}{space 22}_cons {c |}{col 29}{res}{space 2} 6.214203{col 41}{space 2} .3152723{col 52}{space 1}   19.71{col 61}{space 3}0.000{col 69}{space 4} 5.591903{col 82}{space 3} 6.836504
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. eststo: xi: reg thickpopulism ladder_personal age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division if high_shock == 1 , cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,641
                                                {txt}F(18, 172)        =  {res}     3.95
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0244
                                                {txt}Root MSE          =    {res} 1.9712

{txt}{ralign 93:(Std. Err. adjusted for {res:173} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}ladder_personal {c |}{col 29}{res}{space 2}-.0214789{col 41}{space 2} .0253565{col 52}{space 1}   -0.85{col 61}{space 3}0.398{col 69}{space 4}-.0715289{col 82}{space 3}  .028571
{txt}{space 24}age {c |}{col 29}{res}{space 2}-.0106763{col 41}{space 2}  .003016{col 52}{space 1}   -3.54{col 61}{space 3}0.001{col 69}{space 4}-.0166294{col 82}{space 3}-.0047232
{txt}{space 23}male {c |}{col 29}{res}{space 2}-.1130329{col 41}{space 2} .0905289{col 52}{space 1}   -1.25{col 61}{space 3}0.214{col 69}{space 4}-.2917236{col 82}{space 3} .0656578
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.2039032{col 41}{space 2} .0990741{col 52}{space 1}   -2.06{col 61}{space 3}0.041{col 69}{space 4}-.3994607{col 82}{space 3}-.0083456
{txt}{space 16}race_others {c |}{col 29}{res}{space 2} .1709081{col 41}{space 2} .2280684{col 52}{space 1}    0.75{col 61}{space 3}0.455{col 69}{space 4}-.2792652{col 82}{space 3} .6210814
{txt}{space 22}black {c |}{col 29}{res}{space 2} .5228764{col 41}{space 2} .1719476{col 52}{space 1}    3.04{col 61}{space 3}0.003{col 69}{space 4} .1834773{col 82}{space 3} .8622756
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2} .2381796{col 41}{space 2} .1879757{col 52}{space 1}    1.27{col 61}{space 3}0.207{col 69}{space 4}-.1328566{col 82}{space 3} .6092159
{txt}{space 22}asian {c |}{col 29}{res}{space 2}  .306147{col 41}{space 2} .2391082{col 52}{space 1}    1.28{col 61}{space 3}0.202{col 69}{space 4}-.1658173{col 82}{space 3} .7781113
{txt}{space 19}under50k {c |}{col 29}{res}{space 2}-.0097772{col 41}{space 2} .0983605{col 52}{space 1}   -0.10{col 61}{space 3}0.921{col 69}{space 4}-.2039262{col 82}{space 3} .1843719
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2}-.1140166{col 41}{space 2} .1169279{col 52}{space 1}   -0.98{col 61}{space 3}0.331{col 69}{space 4}-.3448149{col 82}{space 3} .1167817
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2}-.1062832{col 41}{space 2} .2264933{col 52}{space 1}   -0.47{col 61}{space 3}0.639{col 69}{space 4}-.5533476{col 82}{space 3} .3407812
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2}-.1439284{col 41}{space 2} .1978154{col 52}{space 1}   -0.73{col 61}{space 3}0.468{col 69}{space 4}-.5343868{col 82}{space 3} .2465301
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2}-.0844528{col 41}{space 2} .2974327{col 52}{space 1}   -0.28{col 61}{space 3}0.777{col 69}{space 4} -.671541{col 82}{space 3} .5026355
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1233317{col 41}{space 2} .2032976{col 52}{space 1}   -0.61{col 61}{space 3}0.545{col 69}{space 4}-.5246111{col 82}{space 3} .2779476
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .0149141{col 41}{space 2} .3239404{col 52}{space 1}    0.05{col 61}{space 3}0.963{col 69}{space 4}-.6244963{col 82}{space 3} .6543246
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2}-.0411197{col 41}{space 2} .2055162{col 52}{space 1}   -0.20{col 61}{space 3}0.842{col 69}{space 4}-.4467783{col 82}{space 3} .3645389
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.1935696{col 41}{space 2} .2269634{col 52}{space 1}   -0.85{col 61}{space 3}0.395{col 69}{space 4}-.6415618{col 82}{space 3} .2544226
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2}-.2640674{col 41}{space 2} .1874138{col 52}{space 1}   -1.41{col 61}{space 3}0.161{col 69}{space 4}-.6339946{col 82}{space 3} .1058598
{txt}{space 22}_cons {c |}{col 29}{res}{space 2} 6.001864{col 41}{space 2} .2661922{col 52}{space 1}   22.55{col 61}{space 3}0.000{col 69}{space 4}  5.47644{col 82}{space 3} 6.527288
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est7{txt} stored)

{com}. 
. esttab using "Table3.tex", label keep(ladder_avpersarea ladder_personal) ///
>         order(ladder_avpersarea ladder_personal) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*")
{res}{txt}(note: file Table3.tex not found)
(output written to {browse  `"Table3.tex"'})

{com}. 
. *****************
. **** Table 4 ****
. *****************
. 
. * Table 4: Trade Shock to Industrial Hubs and Support for the Republican Party  
. 
. use "KimPelc_IO_Election.dta", clear
{txt}
{com}. 
. eststo clear 
{txt}
{com}. 
. eststo: reg depvar hub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(27, 721)        =  {res}   153.81
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7773
                                                {txt}Root MSE          =    {res} 4.7149

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa10 {c |}{col 19}{res}{space 2} .0483994{col 31}{space 2} .0221187{col 42}{space 1}    2.19{col 51}{space 3}0.029{col 59}{space 4} .0049747{col 72}{space 3}  .091824
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-12.47434{col 31}{space 2} 3.829756{col 42}{space 1}   -3.26{col 51}{space 3}0.001{col 59}{space 4}-19.99315{col 72}{space 3}-4.955538
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2}  .002588{col 31}{space 2}   .00158{col 42}{space 1}    1.64{col 51}{space 3}0.102{col 59}{space 4} -.000514{col 72}{space 3}   .00569
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.127197{col 31}{space 2} .9082285{col 42}{space 1}   -3.44{col 51}{space 3}0.001{col 59}{space 4}-4.910286{col 72}{space 3}-1.344109
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2}-.0597654{col 31}{space 2} 1.557261{col 42}{space 1}   -0.04{col 51}{space 3}0.969{col 59}{space 4}-3.117074{col 72}{space 3} 2.997543
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.3823019{col 31}{space 2} 1.358097{col 42}{space 1}   -0.28{col 51}{space 3}0.778{col 59}{space 4}  -3.0486{col 72}{space 3} 2.283996
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.477022{col 31}{space 2}  1.20864{col 42}{space 1}    2.05{col 51}{space 3}0.041{col 59}{space 4} .1041477{col 72}{space 3} 4.849896
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-2.109449{col 31}{space 2} 1.220201{col 42}{space 1}   -1.73{col 51}{space 3}0.084{col 59}{space 4}-4.505019{col 72}{space 3} .2861219
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.325923{col 31}{space 2} 1.497001{col 42}{space 1}    1.55{col 51}{space 3}0.121{col 59}{space 4}-.6130787{col 72}{space 3} 5.264925
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.320966{col 31}{space 2} 1.399653{col 42}{space 1}    0.94{col 51}{space 3}0.346{col 59}{space 4}-1.426917{col 72}{space 3} 4.068849
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .6758769{col 31}{space 2} 1.406182{col 42}{space 1}    0.48{col 51}{space 3}0.631{col 59}{space 4}-2.084824{col 72}{space 3} 3.436577
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.883259{col 31}{space 2} 1.295734{col 42}{space 1}   -1.45{col 51}{space 3}0.147{col 59}{space 4}-4.427122{col 72}{space 3} .6606032
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 2.231429{col 31}{space 2} 15.84684{col 42}{space 1}    0.14{col 51}{space 3}0.888{col 59}{space 4}-28.88004{col 72}{space 3}  33.3429
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.26322{col 31}{space 2} 2.823888{col 42}{space 1}  -18.86{col 51}{space 3}0.000{col 59}{space 4}-58.80724{col 72}{space 3}-47.71919
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.952945{col 31}{space 2} 4.895833{col 42}{space 1}    1.83{col 51}{space 3}0.068{col 59}{space 4}-.6588469{col 72}{space 3} 18.56474
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 67.32276{col 31}{space 2} 40.14864{col 42}{space 1}    1.68{col 51}{space 3}0.094{col 59}{space 4}-11.49945{col 72}{space 3}  146.145
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 6.391217{col 31}{space 2} 19.07114{col 42}{space 1}    0.34{col 51}{space 3}0.738{col 59}{space 4}-31.05037{col 72}{space 3} 43.83281
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 116.7058{col 31}{space 2} 39.32862{col 42}{space 1}    2.97{col 51}{space 3}0.003{col 59}{space 4} 39.49348{col 72}{space 3} 193.9181
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-72.94072{col 31}{space 2} 37.81662{col 42}{space 1}   -1.93{col 51}{space 3}0.054{col 59}{space 4}-147.1846{col 72}{space 3} 1.303119
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 148.2448{col 31}{space 2} 42.16266{col 42}{space 1}    3.52{col 51}{space 3}0.000{col 59}{space 4} 65.46854{col 72}{space 3}  231.021
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 56.45458{col 31}{space 2} 50.05494{col 42}{space 1}    1.13{col 51}{space 3}0.260{col 59}{space 4}-41.81627{col 72}{space 3} 154.7254
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 52.51733{col 31}{space 2}  52.9692{col 42}{space 1}    0.99{col 51}{space 3}0.322{col 59}{space 4}-51.47497{col 72}{space 3} 156.5096
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 50.91018{col 31}{space 2} 42.53459{col 42}{space 1}    1.20{col 51}{space 3}0.232{col 59}{space 4}-32.59627{col 72}{space 3} 134.4166
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-5.176794{col 31}{space 2}  5.69337{col 42}{space 1}   -0.91{col 51}{space 3}0.364{col 59}{space 4}-16.35436{col 72}{space 3} 6.000769
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.20468{col 31}{space 2} 6.164693{col 42}{space 1}   -4.25{col 51}{space 3}0.000{col 59}{space 4}-38.30757{col 72}{space 3}-14.10178
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.57614{col 31}{space 2} 12.55835{col 42}{space 1}   -0.92{col 51}{space 3}0.357{col 59}{space 4}-36.23145{col 72}{space 3} 13.07916
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.88358{col 31}{space 2} 3.355271{col 42}{space 1}   -8.91{col 51}{space 3}0.000{col 59}{space 4}-36.47085{col 72}{space 3}-23.29631
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-13.16075{col 31}{space 2} 24.71088{col 42}{space 1}   -0.53{col 51}{space 3}0.594{col 59}{space 4}-61.67462{col 72}{space 3} 35.35312
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: reg depvar hub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   170.11
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8137
                                                {txt}Root MSE          =    {res} 4.3137

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa10 {c |}{col 19}{res}{space 2} .0384719{col 31}{space 2} .0183232{col 42}{space 1}    2.10{col 51}{space 3}0.036{col 59}{space 4} .0024987{col 72}{space 3}  .074445
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-7.752787{col 31}{space 2} 3.055921{col 42}{space 1}   -2.54{col 51}{space 3}0.011{col 59}{space 4}-13.75235{col 72}{space 3}-1.753222
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2}  .003693{col 31}{space 2} .0015972{col 42}{space 1}    2.31{col 51}{space 3}0.021{col 59}{space 4} .0005572{col 72}{space 3} .0068288
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.087985{col 31}{space 2} .7635233{col 42}{space 1}   -5.35{col 51}{space 3}0.000{col 59}{space 4}-5.586979{col 72}{space 3}-2.588991
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1577901{col 31}{space 2} .0897056{col 42}{space 1}   -1.76{col 51}{space 3}0.079{col 59}{space 4}-.3339054{col 72}{space 3} .0183252
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1210975{col 31}{space 2} .0870376{col 42}{space 1}   -1.39{col 51}{space 3}0.165{col 59}{space 4}-.2919749{col 72}{space 3} .0497799
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.119303{col 31}{space 2} 1.663528{col 42}{space 1}    1.27{col 51}{space 3}0.203{col 59}{space 4}-1.146634{col 72}{space 3} 5.385241
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}  1.12741{col 31}{space 2} 1.495724{col 42}{space 1}    0.75{col 51}{space 3}0.451{col 59}{space 4}-1.809085{col 72}{space 3} 4.063904
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.874566{col 31}{space 2} 1.498945{col 42}{space 1}    2.58{col 51}{space 3}0.010{col 59}{space 4} .9317486{col 72}{space 3} 6.817384
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 2.833758{col 31}{space 2} 1.420743{col 42}{space 1}    1.99{col 51}{space 3}0.046{col 59}{space 4} .0444706{col 72}{space 3} 5.623045
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.764164{col 31}{space 2} 1.706372{col 42}{space 1}    3.96{col 51}{space 3}0.000{col 59}{space 4} 3.414113{col 72}{space 3} 10.11422
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 5.803903{col 31}{space 2} 1.520556{col 42}{space 1}    3.82{col 51}{space 3}0.000{col 59}{space 4} 2.818656{col 72}{space 3}  8.78915
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.316043{col 31}{space 2} 1.625627{col 42}{space 1}    2.04{col 51}{space 3}0.042{col 59}{space 4}  .124514{col 72}{space 3} 6.507571
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .5213301{col 31}{space 2} 1.583167{col 42}{space 1}    0.33{col 51}{space 3}0.742{col 59}{space 4}-2.586839{col 72}{space 3} 3.629499
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-46.16989{col 31}{space 2} 15.15699{col 42}{space 1}   -3.05{col 51}{space 3}0.002{col 59}{space 4}-75.92699{col 72}{space 3}-16.41278
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-44.86161{col 31}{space 2} 2.948119{col 42}{space 1}  -15.22{col 51}{space 3}0.000{col 59}{space 4}-50.64954{col 72}{space 3}-39.07369
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 4.123149{col 31}{space 2} 4.345794{col 42}{space 1}    0.95{col 51}{space 3}0.343{col 59}{space 4}-4.408772{col 72}{space 3} 12.65507
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 4.784596{col 31}{space 2} 38.15629{col 42}{space 1}    0.13{col 51}{space 3}0.900{col 59}{space 4}-70.12611{col 72}{space 3}  79.6953
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-73.67188{col 31}{space 2} 20.67526{col 42}{space 1}   -3.56{col 51}{space 3}0.000{col 59}{space 4}-114.2628{col 72}{space 3}-33.08097
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 16.17838{col 31}{space 2} 40.14836{col 42}{space 1}    0.40{col 51}{space 3}0.687{col 59}{space 4}-62.64328{col 72}{space 3} 95.00005
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-128.7028{col 31}{space 2} 37.06695{col 42}{space 1}   -3.47{col 51}{space 3}0.001{col 59}{space 4}-201.4749{col 72}{space 3}-55.93075
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 15.25046{col 31}{space 2} 39.29219{col 42}{space 1}    0.39{col 51}{space 3}0.698{col 59}{space 4}-61.89031{col 72}{space 3} 92.39124
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 74.23141{col 31}{space 2} 46.39362{col 42}{space 1}    1.60{col 51}{space 3}0.110{col 59}{space 4}-16.85131{col 72}{space 3} 165.3141
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-70.17173{col 31}{space 2} 45.37934{col 42}{space 1}   -1.55{col 51}{space 3}0.122{col 59}{space 4}-159.2631{col 72}{space 3}  18.9197
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} -18.6644{col 31}{space 2} 41.27359{col 42}{space 1}   -0.45{col 51}{space 3}0.651{col 59}{space 4}-99.69517{col 72}{space 3} 62.36637
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 4.430982{col 31}{space 2} 6.939191{col 42}{space 1}    0.64{col 51}{space 3}0.523{col 59}{space 4}-9.192451{col 72}{space 3} 18.05442
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.53081{col 31}{space 2} 7.021547{col 42}{space 1}   -4.21{col 51}{space 3}0.000{col 59}{space 4}-43.31593{col 72}{space 3}-15.74569
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2} -6.90374{col 31}{space 2} 12.34911{col 42}{space 1}   -0.56{col 51}{space 3}0.576{col 59}{space 4}-31.14826{col 72}{space 3} 17.34078
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.49248{col 31}{space 2} 4.034334{col 42}{space 1}   -7.81{col 51}{space 3}0.000{col 59}{space 4}-39.41293{col 72}{space 3}-23.57204
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 73.42654{col 31}{space 2} 24.88907{col 42}{space 1}    2.95{col 51}{space 3}0.003{col 59}{space 4} 24.56283{col 72}{space 3} 122.2902
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: reg depvar nhub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(27, 721)        =  {res}   152.44
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7763
                                                {txt}Root MSE          =    {res} 4.7257

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}nhub_taa10 {c |}{col 19}{res}{space 2}-.0145028{col 31}{space 2} .0086624{col 42}{space 1}   -1.67{col 51}{space 3}0.095{col 59}{space 4}-.0315094{col 72}{space 3} .0025037
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-7.941076{col 31}{space 2} 3.695512{col 42}{space 1}   -2.15{col 51}{space 3}0.032{col 59}{space 4}-15.19633{col 72}{space 3}-.6858257
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0024904{col 31}{space 2} .0016012{col 42}{space 1}    1.56{col 51}{space 3}0.120{col 59}{space 4}-.0006533{col 72}{space 3}  .005634
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.190401{col 31}{space 2} .9283954{col 42}{space 1}   -3.44{col 51}{space 3}0.001{col 59}{space 4}-5.013083{col 72}{space 3} -1.36772
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} .0694857{col 31}{space 2} 1.556979{col 42}{space 1}    0.04{col 51}{space 3}0.964{col 59}{space 4}-2.987269{col 72}{space 3} 3.126241
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} -.272023{col 31}{space 2} 1.397538{col 42}{space 1}   -0.19{col 51}{space 3}0.846{col 59}{space 4}-3.015753{col 72}{space 3} 2.471707
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2}  2.61996{col 31}{space 2} 1.207359{col 42}{space 1}    2.17{col 51}{space 3}0.030{col 59}{space 4} .2496003{col 72}{space 3} 4.990319
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-1.986309{col 31}{space 2} 1.205167{col 42}{space 1}   -1.65{col 51}{space 3}0.100{col 59}{space 4}-4.352364{col 72}{space 3} .3797467
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.342391{col 31}{space 2} 1.493554{col 42}{space 1}    1.57{col 51}{space 3}0.117{col 59}{space 4}-.5898424{col 72}{space 3} 5.274625
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.482619{col 31}{space 2} 1.376008{col 42}{space 1}    1.08{col 51}{space 3}0.282{col 59}{space 4}-1.218842{col 72}{space 3}  4.18408
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .9147344{col 31}{space 2} 1.377874{col 42}{space 1}    0.66{col 51}{space 3}0.507{col 59}{space 4}-1.790389{col 72}{space 3} 3.619858
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.716663{col 31}{space 2} 1.275252{col 42}{space 1}   -1.35{col 51}{space 3}0.179{col 59}{space 4}-4.220313{col 72}{space 3} .7869869
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 3.736545{col 31}{space 2} 16.22437{col 42}{space 1}    0.23{col 51}{space 3}0.818{col 59}{space 4}-28.11611{col 72}{space 3}  35.5892
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.75409{col 31}{space 2} 2.827614{col 42}{space 1}  -19.01{col 51}{space 3}0.000{col 59}{space 4}-59.30543{col 72}{space 3}-48.20275
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.804325{col 31}{space 2}  4.90749{col 42}{space 1}    1.79{col 51}{space 3}0.073{col 59}{space 4}-.8303525{col 72}{space 3}   18.439
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}  59.0876{col 31}{space 2} 39.82966{col 42}{space 1}    1.48{col 51}{space 3}0.138{col 59}{space 4}-19.10837{col 72}{space 3} 137.2836
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}  6.57079{col 31}{space 2} 19.13836{col 42}{space 1}    0.34{col 51}{space 3}0.731{col 59}{space 4}-31.00277{col 72}{space 3} 44.14435
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 110.8828{col 31}{space 2}  38.9839{col 42}{space 1}    2.84{col 51}{space 3}0.005{col 59}{space 4} 34.34733{col 72}{space 3} 187.4183
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-70.14193{col 31}{space 2} 37.85767{col 42}{space 1}   -1.85{col 51}{space 3}0.064{col 59}{space 4}-144.4664{col 72}{space 3} 4.182504
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 148.7428{col 31}{space 2} 42.27129{col 42}{space 1}    3.52{col 51}{space 3}0.000{col 59}{space 4} 65.75324{col 72}{space 3} 231.7323
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 52.56962{col 31}{space 2} 52.22346{col 42}{space 1}    1.01{col 51}{space 3}0.314{col 59}{space 4} -49.9586{col 72}{space 3} 155.0978
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 50.55763{col 31}{space 2} 55.12838{col 42}{space 1}    0.92{col 51}{space 3}0.359{col 59}{space 4}-57.67369{col 72}{space 3} 158.7889
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 46.18944{col 31}{space 2} 45.46964{col 42}{space 1}    1.02{col 51}{space 3}0.310{col 59}{space 4}-43.07927{col 72}{space 3} 135.4582
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-4.907837{col 31}{space 2} 5.618903{col 42}{space 1}   -0.87{col 51}{space 3}0.383{col 59}{space 4} -15.9392{col 72}{space 3} 6.123527
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.12865{col 31}{space 2} 6.076851{col 42}{space 1}   -4.30{col 51}{space 3}0.000{col 59}{space 4}-38.05908{col 72}{space 3}-14.19821
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2} -11.7062{col 31}{space 2} 12.56005{col 42}{space 1}   -0.93{col 51}{space 3}0.352{col 59}{space 4}-36.36484{col 72}{space 3} 12.95243
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.79405{col 31}{space 2}  3.36372{col 42}{space 1}   -8.86{col 51}{space 3}0.000{col 59}{space 4}-36.39791{col 72}{space 3} -23.1902
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-11.80326{col 31}{space 2} 24.78275{col 42}{space 1}   -0.48{col 51}{space 3}0.634{col 59}{space 4}-60.45822{col 72}{space 3} 36.85171
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: reg depvar nhub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   173.72
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8142
                                                {txt}Root MSE          =    {res} 4.3075

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}nhub_taa10 {c |}{col 19}{res}{space 2}-.0244352{col 31}{space 2} .0079883{col 42}{space 1}   -3.06{col 51}{space 3}0.002{col 59}{space 4}-.0401184{col 72}{space 3} -.008752
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-1.647352{col 31}{space 2} 3.074599{col 42}{space 1}   -0.54{col 51}{space 3}0.592{col 59}{space 4}-7.683588{col 72}{space 3} 4.388884
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0036484{col 31}{space 2} .0015943{col 42}{space 1}    2.29{col 51}{space 3}0.022{col 59}{space 4} .0005185{col 72}{space 3} .0067784
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.228344{col 31}{space 2} .7658263{col 42}{space 1}   -5.52{col 51}{space 3}0.000{col 59}{space 4}-5.731859{col 72}{space 3}-2.724828
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1692316{col 31}{space 2} .0902777{col 42}{space 1}   -1.87{col 51}{space 3}0.061{col 59}{space 4}-.3464703{col 72}{space 3}  .008007
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2} -.115852{col 31}{space 2} .0870456{col 42}{space 1}   -1.33{col 51}{space 3}0.184{col 59}{space 4}-.2867451{col 72}{space 3} .0550412
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.326475{col 31}{space 2} 1.649566{col 42}{space 1}    1.41{col 51}{space 3}0.159{col 59}{space 4}-.9120522{col 72}{space 3} 5.565002
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.233901{col 31}{space 2} 1.518482{col 42}{space 1}    0.81{col 51}{space 3}0.417{col 59}{space 4}-1.747274{col 72}{space 3} 4.215077
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.988539{col 31}{space 2} 1.489157{col 42}{space 1}    2.68{col 51}{space 3}0.008{col 59}{space 4} 1.064937{col 72}{space 3}  6.91214
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 3.071226{col 31}{space 2} 1.396617{col 42}{space 1}    2.20{col 51}{space 3}0.028{col 59}{space 4} .3293046{col 72}{space 3} 5.813148
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.865202{col 31}{space 2} 1.701851{col 42}{space 1}    4.03{col 51}{space 3}0.000{col 59}{space 4} 3.524026{col 72}{space 3} 10.20638
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 6.025568{col 31}{space 2}  1.49961{col 42}{space 1}    4.02{col 51}{space 3}0.000{col 59}{space 4} 3.081444{col 72}{space 3} 8.969692
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.649371{col 31}{space 2} 1.604717{col 42}{space 1}    2.27{col 51}{space 3}0.023{col 59}{space 4} .4988955{col 72}{space 3} 6.799847
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .8358984{col 31}{space 2} 1.558845{col 42}{space 1}    0.54{col 51}{space 3}0.592{col 59}{space 4} -2.22452{col 72}{space 3} 3.896317
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-43.60664{col 31}{space 2}  15.3381{col 42}{space 1}   -2.84{col 51}{space 3}0.005{col 59}{space 4} -73.7193{col 72}{space 3}-13.49398
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-45.37983{col 31}{space 2} 2.935794{col 42}{space 1}  -15.46{col 51}{space 3}0.000{col 59}{space 4}-51.14356{col 72}{space 3}-39.61611
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 3.770188{col 31}{space 2} 4.342933{col 42}{space 1}    0.87{col 51}{space 3}0.386{col 59}{space 4}-4.756116{col 72}{space 3} 12.29649
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}-5.599067{col 31}{space 2} 37.74572{col 42}{space 1}   -0.15{col 51}{space 3}0.882{col 59}{space 4}-79.70371{col 72}{space 3} 68.50558
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-73.99799{col 31}{space 2} 20.66684{col 42}{space 1}   -3.58{col 51}{space 3}0.000{col 59}{space 4}-114.5724{col 72}{space 3}-33.42361
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 9.058092{col 31}{space 2} 39.75277{col 42}{space 1}    0.23{col 51}{space 3}0.820{col 59}{space 4}-68.98691{col 72}{space 3}  87.1031
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-125.4067{col 31}{space 2} 37.05829{col 42}{space 1}   -3.38{col 51}{space 3}0.001{col 59}{space 4}-198.1618{col 72}{space 3}-52.65167
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 14.24301{col 31}{space 2} 39.23402{col 42}{space 1}    0.36{col 51}{space 3}0.717{col 59}{space 4}-62.78355{col 72}{space 3} 91.26958
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 71.94098{col 31}{space 2} 48.23074{col 42}{space 1}    1.49{col 51}{space 3}0.136{col 59}{space 4}-22.74849{col 72}{space 3} 166.6304
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-75.77468{col 31}{space 2} 46.80951{col 42}{space 1}   -1.62{col 51}{space 3}0.106{col 59}{space 4}-167.6739{col 72}{space 3} 16.12454
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-24.66498{col 31}{space 2}  43.6588{col 42}{space 1}   -0.56{col 51}{space 3}0.572{col 59}{space 4}-110.3785{col 72}{space 3} 61.04858
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 5.129109{col 31}{space 2} 6.762267{col 42}{space 1}    0.76{col 51}{space 3}0.448{col 59}{space 4}-8.146977{col 72}{space 3}  18.4052
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.33738{col 31}{space 2} 6.885385{col 42}{space 1}   -4.26{col 51}{space 3}0.000{col 59}{space 4}-42.85518{col 72}{space 3}-15.81958
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2} -7.22712{col 31}{space 2} 12.22692{col 42}{space 1}   -0.59{col 51}{space 3}0.555{col 59}{space 4}-31.23175{col 72}{space 3} 16.77751
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.32259{col 31}{space 2} 3.917329{col 42}{space 1}   -8.00{col 51}{space 3}0.000{col 59}{space 4}-39.01333{col 72}{space 3}-23.63186
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}  74.7343{col 31}{space 2} 24.92965{col 42}{space 1}    3.00{col 51}{space 3}0.003{col 59}{space 4} 25.79091{col 72}{space 3} 123.6777
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: reg depvar hub_taa10 nhub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(28, 721)        =  {res}   149.93
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7779
                                                {txt}Root MSE          =    {res} 4.7093

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa10 {c |}{col 19}{res}{space 2} .0491478{col 31}{space 2} .0225791{col 42}{space 1}    2.18{col 51}{space 3}0.030{col 59}{space 4} .0048191{col 72}{space 3} .0934765
{txt}{space 7}nhub_taa10 {c |}{col 19}{res}{space 2}-.0151332{col 31}{space 2} .0085793{col 42}{space 1}   -1.76{col 51}{space 3}0.078{col 59}{space 4}-.0319766{col 72}{space 3} .0017101
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-9.694561{col 31}{space 2} 3.780901{col 42}{space 1}   -2.56{col 51}{space 3}0.011{col 59}{space 4}-17.11745{col 72}{space 3}-2.271671
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0025834{col 31}{space 2} .0015692{col 42}{space 1}    1.65{col 51}{space 3}0.100{col 59}{space 4}-.0004973{col 72}{space 3} .0056641
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.216561{col 31}{space 2}  .911596{col 42}{space 1}   -3.53{col 51}{space 3}0.000{col 59}{space 4} -5.00626{col 72}{space 3}-1.426861
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2}-.0069183{col 31}{space 2} 1.551227{col 42}{space 1}   -0.00{col 51}{space 3}0.996{col 59}{space 4}-3.052379{col 72}{space 3} 3.038543
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.4019014{col 31}{space 2} 1.354229{col 42}{space 1}   -0.30{col 51}{space 3}0.767{col 59}{space 4}-3.060604{col 72}{space 3} 2.256801
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.440686{col 31}{space 2}  1.19971{col 42}{space 1}    2.03{col 51}{space 3}0.042{col 59}{space 4}  .085343{col 72}{space 3} 4.796029
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-2.080915{col 31}{space 2} 1.211339{col 42}{space 1}   -1.72{col 51}{space 3}0.086{col 59}{space 4}-4.459089{col 72}{space 3} .2972591
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2}  2.30126{col 31}{space 2}   1.4973{col 42}{space 1}    1.54{col 51}{space 3}0.125{col 59}{space 4}-.6383274{col 72}{space 3} 5.240848
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2}  1.34827{col 31}{space 2} 1.379729{col 42}{space 1}    0.98{col 51}{space 3}0.329{col 59}{space 4}-1.360496{col 72}{space 3} 4.057036
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .7923362{col 31}{space 2} 1.392706{col 42}{space 1}    0.57{col 51}{space 3}0.570{col 59}{space 4}-1.941908{col 72}{space 3}  3.52658
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} -1.73117{col 31}{space 2} 1.284607{col 42}{space 1}   -1.35{col 51}{space 3}0.178{col 59}{space 4}-4.253187{col 72}{space 3} .7908479
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 4.980545{col 31}{space 2} 16.04648{col 42}{space 1}    0.31{col 51}{space 3}0.756{col 59}{space 4}-26.52287{col 72}{space 3} 36.48396
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.75297{col 31}{space 2} 2.814753{col 42}{space 1}  -19.10{col 51}{space 3}0.000{col 59}{space 4}-59.27906{col 72}{space 3}-48.22688
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.827596{col 31}{space 2} 4.918983{col 42}{space 1}    1.79{col 51}{space 3}0.073{col 59}{space 4}-.8296435{col 72}{space 3} 18.48484
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}  64.9534{col 31}{space 2} 40.25234{col 42}{space 1}    1.61{col 51}{space 3}0.107{col 59}{space 4} -14.0724{col 72}{space 3} 143.9792
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 8.029564{col 31}{space 2} 19.05033{col 42}{space 1}    0.42{col 51}{space 3}0.674{col 59}{space 4}-29.37118{col 72}{space 3} 45.43031
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 116.7455{col 31}{space 2} 39.29733{col 42}{space 1}    2.97{col 51}{space 3}0.003{col 59}{space 4} 39.59464{col 72}{space 3} 193.8964
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-70.31688{col 31}{space 2} 37.77411{col 42}{space 1}   -1.86{col 51}{space 3}0.063{col 59}{space 4}-144.4773{col 72}{space 3} 3.843498
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 150.0468{col 31}{space 2} 42.22515{col 42}{space 1}    3.55{col 51}{space 3}0.000{col 59}{space 4} 67.14785{col 72}{space 3} 232.9457
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 57.94272{col 31}{space 2} 50.30128{col 42}{space 1}    1.15{col 51}{space 3}0.250{col 59}{space 4}-40.81175{col 72}{space 3} 156.6972
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 49.83163{col 31}{space 2} 53.65573{col 42}{space 1}    0.93{col 51}{space 3}0.353{col 59}{space 4} -55.5085{col 72}{space 3} 155.1718
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 51.04556{col 31}{space 2} 43.06481{col 42}{space 1}    1.19{col 51}{space 3}0.236{col 59}{space 4}-33.50186{col 72}{space 3}  135.593
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-4.726103{col 31}{space 2} 5.656874{col 42}{space 1}   -0.84{col 51}{space 3}0.404{col 59}{space 4}-15.83202{col 72}{space 3}  6.37981
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-25.90924{col 31}{space 2} 6.109819{col 42}{space 1}   -4.24{col 51}{space 3}0.000{col 59}{space 4} -37.9044{col 72}{space 3}-13.91408
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.90303{col 31}{space 2}  12.5677{col 42}{space 1}   -0.95{col 51}{space 3}0.344{col 59}{space 4}-36.57669{col 72}{space 3} 12.77063
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.74708{col 31}{space 2} 3.335308{col 42}{space 1}   -8.92{col 51}{space 3}0.000{col 59}{space 4}-36.29515{col 72}{space 3}  -23.199
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-15.21198{col 31}{space 2} 24.78723{col 42}{space 1}   -0.61{col 51}{space 3}0.540{col 59}{space 4}-63.87575{col 72}{space 3}  33.4518
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: reg depvar hub_taa10 nhub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(30, 721)        =  {res}   169.41
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8153
                                                {txt}Root MSE          =    {res}  4.296

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa10 {c |}{col 19}{res}{space 2} .0395465{col 31}{space 2} .0181169{col 42}{space 1}    2.18{col 51}{space 3}0.029{col 59}{space 4} .0039784{col 72}{space 3} .0751146
{txt}{space 7}nhub_taa10 {c |}{col 19}{res}{space 2}-.0248813{col 31}{space 2} .0079725{col 42}{space 1}   -3.12{col 51}{space 3}0.002{col 59}{space 4}-.0405333{col 72}{space 3}-.0092293
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-3.099276{col 31}{space 2} 3.123317{col 42}{space 1}   -0.99{col 51}{space 3}0.321{col 59}{space 4}-9.231157{col 72}{space 3} 3.032605
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0037168{col 31}{space 2} .0015728{col 42}{space 1}    2.36{col 51}{space 3}0.018{col 59}{space 4}  .000629{col 72}{space 3} .0068046
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.241363{col 31}{space 2} .7579208{col 42}{space 1}   -5.60{col 51}{space 3}0.000{col 59}{space 4}-5.729358{col 72}{space 3}-2.753367
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1690111{col 31}{space 2} .0895585{col 42}{space 1}   -1.89{col 51}{space 3}0.060{col 59}{space 4}-.3448377{col 72}{space 3} .0068155
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2} -.114094{col 31}{space 2} .0869448{col 42}{space 1}   -1.31{col 51}{space 3}0.190{col 59}{space 4}-.2847892{col 72}{space 3} .0566012
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.250596{col 31}{space 2} 1.645393{col 42}{space 1}    1.37{col 51}{space 3}0.172{col 59}{space 4}-.9797378{col 72}{space 3}  5.48093
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.119044{col 31}{space 2} 1.483747{col 42}{space 1}    0.75{col 51}{space 3}0.451{col 59}{space 4}-1.793936{col 72}{space 3} 4.032025
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.834626{col 31}{space 2} 1.479264{col 42}{space 1}    2.59{col 51}{space 3}0.010{col 59}{space 4} .9304458{col 72}{space 3} 6.738806
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 2.960572{col 31}{space 2} 1.398895{col 42}{space 1}    2.12{col 51}{space 3}0.035{col 59}{space 4} .2141784{col 72}{space 3} 5.706966
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.801911{col 31}{space 2} 1.700639{col 42}{space 1}    4.00{col 51}{space 3}0.000{col 59}{space 4} 3.463115{col 72}{space 3} 10.14071
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 5.882241{col 31}{space 2} 1.495648{col 42}{space 1}    3.93{col 51}{space 3}0.000{col 59}{space 4} 2.945896{col 72}{space 3} 8.818586
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.530091{col 31}{space 2} 1.612894{col 42}{space 1}    2.19{col 51}{space 3}0.029{col 59}{space 4} .3635616{col 72}{space 3}  6.69662
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .8064477{col 31}{space 2} 1.565417{col 42}{space 1}    0.52{col 51}{space 3}0.607{col 59}{space 4}-2.266872{col 72}{space 3} 3.879767
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-42.26282{col 31}{space 2}  15.1872{col 42}{space 1}   -2.78{col 51}{space 3}0.006{col 59}{space 4}-72.07924{col 72}{space 3} -12.4464
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2} -45.4249{col 31}{space 2} 2.907943{col 42}{space 1}  -15.62{col 51}{space 3}0.000{col 59}{space 4}-51.13394{col 72}{space 3}-39.71585
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 3.821338{col 31}{space 2} 4.361624{col 42}{space 1}    0.88{col 51}{space 3}0.381{col 59}{space 4}-4.741661{col 72}{space 3} 12.38434
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}-.4767967{col 31}{space 2} 37.97667{col 42}{space 1}   -0.01{col 51}{space 3}0.990{col 59}{space 4}-75.03486{col 72}{space 3} 74.08127
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-72.27329{col 31}{space 2} 20.49658{col 42}{space 1}   -3.53{col 51}{space 3}0.000{col 59}{space 4}-112.5134{col 72}{space 3}-32.03319
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 14.45298{col 31}{space 2} 39.86195{col 42}{space 1}    0.36{col 51}{space 3}0.717{col 59}{space 4}-63.80638{col 72}{space 3} 92.71233
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-125.1542{col 31}{space 2} 36.95667{col 42}{space 1}   -3.39{col 51}{space 3}0.001{col 59}{space 4}-197.7097{col 72}{space 3}-52.59865
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 16.22966{col 31}{space 2}   39.347{col 42}{space 1}    0.41{col 51}{space 3}0.680{col 59}{space 4}-61.01871{col 72}{space 3} 93.47803
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 76.03196{col 31}{space 2} 46.56555{col 42}{space 1}    1.63{col 51}{space 3}0.103{col 59}{space 4} -15.3883{col 72}{space 3} 167.4522
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-75.36734{col 31}{space 2} 45.77309{col 42}{space 1}   -1.65{col 51}{space 3}0.100{col 59}{space 4}-165.2318{col 72}{space 3} 14.49713
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-20.35912{col 31}{space 2} 41.58674{col 42}{space 1}   -0.49{col 51}{space 3}0.625{col 59}{space 4}-102.0047{col 72}{space 3} 61.28644
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 5.192434{col 31}{space 2}  6.76585{col 42}{space 1}    0.77{col 51}{space 3}0.443{col 59}{space 4}-8.090686{col 72}{space 3} 18.47555
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.14362{col 31}{space 2} 6.887011{col 42}{space 1}   -4.23{col 51}{space 3}0.000{col 59}{space 4}-42.66461{col 72}{space 3}-15.62263
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-7.422346{col 31}{space 2} 12.26399{col 42}{space 1}   -0.61{col 51}{space 3}0.545{col 59}{space 4}-31.49974{col 72}{space 3} 16.65505
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2} -31.2719{col 31}{space 2} 3.889194{col 42}{space 1}   -8.04{col 51}{space 3}0.000{col 59}{space 4} -38.9074{col 72}{space 3}-23.63641
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 71.39303{col 31}{space 2} 24.82586{col 42}{space 1}    2.88{col 51}{space 3}0.004{col 59}{space 4} 22.65342{col 72}{space 3} 120.1327
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "Table4.tex", label keep(hub_taa10 nhub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource) order(hub_taa10 nhub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *reg_midatl*" "2000 demographic controls = *l_sh_pop_f*" "1996/2000 presidential election controls=shnr_pres1996")
{res}{txt}(note: file Table4.tex not found)
(output written to {browse  `"Table4.tex"'})

{com}. 
. ********************************
. **** Supplementary Appendix ****
. ********************************
. 
. **************************************
. ****      Tables A3, A12-A15      ****
. **************************************
. 
. use "KimPelc_IO_Dynata.dta", clear
{txt}
{com}. 
. * Table A3: Summary Statistics: Respondents Recruited by Dynata
. 
. eststo clear
{txt}
{com}. estpost summarize lq_cz_cluster hub_region hub_taa10 nhub_taa10 age male race_others black hispanic asian college union_member income_relative gop dem pols_responsible 

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:lq_cz_clus~r}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1567}}}{space 1}{space 1}{ralign 9:{res:{sf:     1567}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.234379}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.414157}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.553756}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 32.41025}}}{space 1}{space 1}{ralign 9:{res:{sf: 1934.272}}}{space 1}
{space 0}{space 0}{ralign 12:hub_region}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf: .9298469}}}{space 1}{space 1}{ralign 9:{res:{sf: .0652732}}}{space 1}{space 1}{ralign 9:{res:{sf: .2554863}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1458}}}{space 1}
{space 0}{space 0}{ralign 12:hub_taa10}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1557}}}{space 1}{space 1}{ralign 9:{res:{sf:     1557}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.438749}}}{space 1}{space 1}{ralign 9:{res:{sf: 63.98893}}}{space 1}{space 1}{ralign 9:{res:{sf: 7.999308}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 106.3553}}}{space 1}{space 1}{ralign 9:{res:{sf: 3797.133}}}{space 1}
{space 0}{space 0}{ralign 12:nhub_taa10}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1557}}}{space 1}{space 1}{ralign 9:{res:{sf:     1557}}}{space 1}{space 1}{ralign 9:{res:{sf: 24.71152}}}{space 1}{space 1}{ralign 9:{res:{sf:   498.26}}}{space 1}{space 1}{ralign 9:{res:{sf: 22.32174}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:  172.289}}}{space 1}{space 1}{ralign 9:{res:{sf: 38475.83}}}{space 1}
{space 0}{space 0}{ralign 12:age}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf: 46.48151}}}{space 1}{space 1}{ralign 9:{res:{sf:  269.461}}}{space 1}{space 1}{ralign 9:{res:{sf: 16.41527}}}{space 1}{space 1}{ralign 9:{res:{sf:       18}}}{space 1}{space 1}{ralign 9:{res:{sf:       82}}}{space 1}{space 1}{ralign 9:{res:{sf:    72883}}}{space 1}
{space 0}{space 0}{ralign 12:male}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf: .4681122}}}{space 1}{space 1}{ralign 9:{res:{sf: .2491421}}}{space 1}{space 1}{ralign 9:{res:{sf: .4991413}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      734}}}{space 1}
{space 0}{space 0}{ralign 12:race_others}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf: .0133929}}}{space 1}{space 1}{ralign 9:{res:{sf: .0132219}}}{space 1}{space 1}{ralign 9:{res:{sf: .1149866}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:       21}}}{space 1}
{space 0}{space 0}{ralign 12:black}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf: .1077806}}}{space 1}{space 1}{ralign 9:{res:{sf: .0962253}}}{space 1}{space 1}{ralign 9:{res:{sf: .3102021}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      169}}}{space 1}
{space 0}{space 0}{ralign 12:hispanic}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf: .0408163}}}{space 1}{space 1}{ralign 9:{res:{sf: .0391753}}}{space 1}{space 1}{ralign 9:{res:{sf: .1979276}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:       64}}}{space 1}
{space 0}{space 0}{ralign 12:asian}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf:  .028699}}}{space 1}{space 1}{ralign 9:{res:{sf: .0278931}}}{space 1}{space 1}{ralign 9:{res:{sf: .1670124}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:       45}}}{space 1}
{space 0}{space 0}{ralign 12:college}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf: .3628827}}}{space 1}{space 1}{ralign 9:{res:{sf: .2313464}}}{space 1}{space 1}{ralign 9:{res:{sf: .4809848}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      569}}}{space 1}
{space 0}{space 0}{ralign 12:union_member}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf: .1792092}}}{space 1}{space 1}{ralign 9:{res:{sf: .1471871}}}{space 1}{space 1}{ralign 9:{res:{sf: .3836497}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      281}}}{space 1}
{space 0}{space 0}{ralign 12:income_rel~e}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1439}}}{space 1}{space 1}{ralign 9:{res:{sf:     1439}}}{space 1}{space 1}{ralign 9:{res:{sf:  5.57401}}}{space 1}{space 1}{ralign 9:{res:{sf: 5.285026}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.298919}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:       10}}}{space 1}{space 1}{ralign 9:{res:{sf:     8021}}}{space 1}
{space 0}{space 0}{ralign 12:gop}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf: .3227041}}}{space 1}{space 1}{ralign 9:{res:{sf: .2187056}}}{space 1}{space 1}{ralign 9:{res:{sf: .4676597}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      506}}}{space 1}
{space 0}{space 0}{ralign 12:dem}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf:     1568}}}{space 1}{space 1}{ralign 9:{res:{sf: .4081633}}}{space 1}{space 1}{ralign 9:{res:{sf: .2417202}}}{space 1}{space 1}{ralign 9:{res:{sf: .4916505}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      640}}}{space 1}
{space 0}{space 0}{ralign 12:pols_respo~e}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     1566}}}{space 1}{space 1}{ralign 9:{res:{sf:     1566}}}{space 1}{space 1}{ralign 9:{res:{sf: 6.181992}}}{space 1}{space 1}{ralign 9:{res:{sf: 7.490819}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.736936}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:       10}}}{space 1}{space 1}{ralign 9:{res:{sf:     9681}}}{space 1}

{com}. esttab using "TableA3.tex", cells("count mean(fmt(2)) sd(fmt(2)) min(fmt(2)) max(fmt(2))") nomtitle label replace b(3)
{res}{txt}(note: file TableA3.tex not found)
(output written to {browse  `"TableA3.tex"'})

{com}. 
. * Table A11: Industrial Hubs and Peer Networks
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reghdfe log_hs_peers lq_cz_cluster age male race_others black hispanic asian college gop dem, noabsorb cluster(czone) 
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 1 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,567
{txt}Absorbing 1 HDFE group{col 51}F({res}  10{txt},{res}    302{txt}){col 67}= {res}      9.04
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0657
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0597
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0657
{txt}{col 1}Number of clusters ({res}czone{txt}) {col 30}= {res}       303{txt}{col 51}Root MSE{col 67}= {res}    0.8665

{txt}{ralign 79:(Std. Err. adjusted for {res:303} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1} log_hs_peers{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
lq_cz_cluster {c |}{col 15}{res}{space 2} .0632071{col 27}{space 2} .0153212{col 38}{space 1}    4.13{col 47}{space 3}0.000{col 55}{space 4} .0330572{col 68}{space 3}  .093357
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0089803{col 27}{space 2} .0017024{col 38}{space 1}   -5.28{col 47}{space 3}0.000{col 55}{space 4}-.0123304{col 68}{space 3}-.0056302
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.1147156{col 27}{space 2} .1115577{col 38}{space 1}   -1.03{col 47}{space 3}0.305{col 55}{space 4}-.3342444{col 68}{space 3} .1048132
{txt}{space 2}race_others {c |}{col 15}{res}{space 2} .1107324{col 27}{space 2} .1951962{col 38}{space 1}    0.57{col 47}{space 3}0.571{col 55}{space 4}-.2733845{col 68}{space 3} .4948494
{txt}{space 8}black {c |}{col 15}{res}{space 2}-.1559214{col 27}{space 2} .2042039{col 38}{space 1}   -0.76{col 47}{space 3}0.446{col 55}{space 4} -.557764{col 68}{space 3} .2459212
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2}-.2379665{col 27}{space 2}   .22205{col 38}{space 1}   -1.07{col 47}{space 3}0.285{col 55}{space 4}-.6749276{col 68}{space 3} .1989947
{txt}{space 8}asian {c |}{col 15}{res}{space 2}-.4188054{col 27}{space 2} .1670841{col 38}{space 1}   -2.51{col 47}{space 3}0.013{col 55}{space 4}-.7476019{col 68}{space 3}-.0900089
{txt}{space 6}college {c |}{col 15}{res}{space 2} .1380287{col 27}{space 2} .0580025{col 38}{space 1}    2.38{col 47}{space 3}0.018{col 55}{space 4} .0238883{col 68}{space 3}  .252169
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .2656409{col 27}{space 2} .2026936{col 38}{space 1}    1.31{col 47}{space 3}0.191{col 55}{space 4}-.1332297{col 68}{space 3} .6645115
{txt}{space 10}dem {c |}{col 15}{res}{space 2}  .198354{col 27}{space 2} .1734344{col 38}{space 1}    1.14{col 47}{space 3}0.254{col 55}{space 4} -.142939{col 68}{space 3}  .539647
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} .7056053{col 27}{space 2} .1591271{col 38}{space 1}    4.43{col 47}{space 3}0.000{col 55}{space 4}  .392467{col 68}{space 3} 1.018744
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
({res}est1{txt} stored)

{com}. eststo: xi: reghdfe log_hs_peers hub_region age male race_others black hispanic asian college gop dem, noabsorb cluster(czone) 
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 1 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}     1,568
{txt}Absorbing 1 HDFE group{col 51}F({res}  10{txt},{res}    303{txt}){col 67}= {res}      7.20
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0583
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0523
{txt}{col 51}Within R-sq.{col 67}= {res}    0.0583
{txt}{col 1}Number of clusters ({res}czone{txt}) {col 30}= {res}       304{txt}{col 51}Root MSE{col 67}= {res}    0.8699

{txt}{ralign 78:(Std. Err. adjusted for {res:304} clusters in czone)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}log_hs_peers{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}hub_region {c |}{col 14}{res}{space 2} .2633847{col 26}{space 2} .1448807{col 37}{space 1}    1.82{col 46}{space 3}0.070{col 54}{space 4}-.0217151{col 67}{space 3} .5484845
{txt}{space 9}age {c |}{col 14}{res}{space 2}-.0090505{col 26}{space 2} .0016848{col 37}{space 1}   -5.37{col 46}{space 3}0.000{col 54}{space 4}-.0123658{col 67}{space 3}-.0057352
{txt}{space 8}male {c |}{col 14}{res}{space 2}-.1126021{col 26}{space 2} .1134414{col 37}{space 1}   -0.99{col 46}{space 3}0.322{col 54}{space 4}-.3358347{col 67}{space 3} .1106306
{txt}{space 1}race_others {c |}{col 14}{res}{space 2}   .11093{col 26}{space 2} .1905729{col 37}{space 1}    0.58{col 46}{space 3}0.561{col 54}{space 4}-.2640839{col 67}{space 3} .4859439
{txt}{space 7}black {c |}{col 14}{res}{space 2}-.1653086{col 26}{space 2} .2013748{col 37}{space 1}   -0.82{col 46}{space 3}0.412{col 54}{space 4}-.5615788{col 67}{space 3} .2309615
{txt}{space 4}hispanic {c |}{col 14}{res}{space 2}-.2423582{col 26}{space 2} .2258882{col 37}{space 1}   -1.07{col 46}{space 3}0.284{col 54}{space 4}-.6868665{col 67}{space 3} .2021501
{txt}{space 7}asian {c |}{col 14}{res}{space 2}-.3911651{col 26}{space 2}  .166889{col 37}{space 1}   -2.34{col 46}{space 3}0.020{col 54}{space 4}-.7195733{col 67}{space 3} -.062757
{txt}{space 5}college {c |}{col 14}{res}{space 2} .1382045{col 26}{space 2} .0570052{col 37}{space 1}    2.42{col 46}{space 3}0.016{col 54}{space 4} .0260283{col 67}{space 3} .2503807
{txt}{space 9}gop {c |}{col 14}{res}{space 2} .2547971{col 26}{space 2} .1990939{col 37}{space 1}    1.28{col 46}{space 3}0.202{col 54}{space 4}-.1369846{col 67}{space 3} .6465787
{txt}{space 9}dem {c |}{col 14}{res}{space 2} .1917888{col 26}{space 2} .1722487{col 37}{space 1}    1.11{col 46}{space 3}0.266{col 54}{space 4}-.1471663{col 67}{space 3} .5307439
{txt}{space 7}_cons {c |}{col 14}{res}{space 2}  .548411{col 26}{space 2} .1298841{col 37}{space 1}    4.22{col 46}{space 3}0.000{col 54}{space 4}  .292822{col 67}{space 3} .8040001
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
({res}est2{txt} stored)

{com}. esttab using "TableA11.tex", label keep(lq_cz_cluster hub_region age male race_others black hispanic asian college gop dem) ///
>  order(lq_cz_cluster hub_region age male race_others black hispanic asian college gop dem) addnotes("Standard errors clustered by commuting zones in parentheses." "\textit{c -(}+p < 0.10, * p < 0.05, ** p < 0.01{c )-}" ) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars 
{res}{txt}(note: file TableA11.tex not found)
(output written to {browse  `"TableA11.tex"'})

{com}. 
. 
. * Table A12: Trade Shocks to Industrial Hubs, Peer Networks and Political Responsibility: Full Results
.  
. eststo clear
{txt}
{com}. 
. eststo: xi: reg pols_responsible hub_taa10 nhub_taa10 age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}F(21, 279)        =  {res}     7.20
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1512
                                                {txt}Root MSE          =    {res}  2.573

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa10 {c |}{col 17}{res}{space 2} .0121287{col 29}{space 2} .0055071{col 40}{space 1}    2.20{col 49}{space 3}0.028{col 57}{space 4} .0012879{col 70}{space 3} .0229694
{txt}{space 5}nhub_taa10 {c |}{col 17}{res}{space 2}  .002338{col 29}{space 2} .0038633{col 40}{space 1}    0.61{col 49}{space 3}0.546{col 57}{space 4} -.005267{col 70}{space 3}  .009943
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0296067{col 29}{space 2} .0052403{col 40}{space 1}   -5.65{col 49}{space 3}0.000{col 57}{space 4}-.0399222{col 70}{space 3}-.0192912
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1300299{col 29}{space 2} .1873606{col 40}{space 1}    0.69{col 49}{space 3}0.488{col 57}{space 4}-.2387901{col 70}{space 3} .4988498
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.285695{col 29}{space 2} .7810794{col 40}{space 1}   -1.65{col 49}{space 3}0.101{col 57}{space 4}-2.823252{col 70}{space 3} .2518624
{txt}{space 10}black {c |}{col 17}{res}{space 2} .1415478{col 29}{space 2} .2964254{col 40}{space 1}    0.48{col 49}{space 3}0.633{col 57}{space 4}-.4419665{col 70}{space 3}  .725062
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0021113{col 29}{space 2} .4389517{col 40}{space 1}    0.00{col 49}{space 3}0.996{col 57}{space 4}-.8619665{col 70}{space 3} .8661891
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.5699045{col 29}{space 2} .4963921{col 40}{space 1}   -1.15{col 49}{space 3}0.252{col 57}{space 4}-1.547054{col 70}{space 3} .4072449
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.6174441{col 29}{space 2} .1626638{col 40}{space 1}   -3.80{col 49}{space 3}0.000{col 57}{space 4}-.9376483{col 70}{space 3}-.2972398
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4594167{col 29}{space 2} .2064359{col 40}{space 1}    2.23{col 49}{space 3}0.027{col 57}{space 4} .0530469{col 70}{space 3} .8657864
{txt}income_relative {c |}{col 17}{res}{space 2} .2608377{col 29}{space 2} .0621986{col 40}{space 1}    4.19{col 49}{space 3}0.000{col 57}{space 4} .1383995{col 70}{space 3} .3832759
{txt}{space 12}gop {c |}{col 17}{res}{space 2} -.188621{col 29}{space 2} .2402052{col 40}{space 1}   -0.79{col 49}{space 3}0.433{col 57}{space 4}-.6614657{col 70}{space 3} .2842236
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1464486{col 29}{space 2}   .21032{col 40}{space 1}    0.70{col 49}{space 3}0.487{col 57}{space 4}-.2675671{col 70}{space 3} .5604642
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2865818{col 29}{space 2} .5171644{col 40}{space 1}   -0.55{col 49}{space 3}0.580{col 57}{space 4}-1.304622{col 70}{space 3}  .731458
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.1964434{col 29}{space 2} .5058094{col 40}{space 1}   -0.39{col 49}{space 3}0.698{col 57}{space 4}-1.192131{col 70}{space 3} .7992441
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1942283{col 29}{space 2} .5876453{col 40}{space 1}   -0.33{col 49}{space 3}0.741{col 57}{space 4} -1.35101{col 70}{space 3} .9625532
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0834947{col 29}{space 2} .5103944{col 40}{space 1}    0.16{col 49}{space 3}0.870{col 57}{space 4}-.9212183{col 70}{space 3} 1.088208
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.3288805{col 29}{space 2} .6446138{col 40}{space 1}   -0.51{col 49}{space 3}0.610{col 57}{space 4}-1.597805{col 70}{space 3} .9400437
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2190798{col 29}{space 2} .5325674{col 40}{space 1}   -0.41{col 49}{space 3}0.681{col 57}{space 4} -1.26744{col 70}{space 3} .8292808
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.5601817{col 29}{space 2} .6802255{col 40}{space 1}   -0.82{col 49}{space 3}0.411{col 57}{space 4}-1.899208{col 70}{space 3} .7788443
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .9695643{col 29}{space 2} .7189698{col 40}{space 1}    1.35{col 49}{space 3}0.179{col 57}{space 4}  -.44573{col 70}{space 3} 2.384859
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.106345{col 29}{space 2} .6511182{col 40}{space 1}    9.38{col 49}{space 3}0.000{col 57}{space 4} 4.824617{col 70}{space 3} 7.388074
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg pols_responsible hub_taa10 nhub_taa10 age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}{help j_robustsingular:F(66, 279) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2012
                                                {txt}Root MSE          =    {res} 2.5493

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa10 {c |}{col 17}{res}{space 2} .0130497{col 29}{space 2} .0074396{col 40}{space 1}    1.75{col 49}{space 3}0.081{col 57}{space 4}-.0015952{col 70}{space 3} .0276946
{txt}{space 5}nhub_taa10 {c |}{col 17}{res}{space 2} .0020453{col 29}{space 2} .0042224{col 40}{space 1}    0.48{col 49}{space 3}0.628{col 57}{space 4}-.0062664{col 70}{space 3}  .010357
{txt}{space 12}age {c |}{col 17}{res}{space 2} -.031082{col 29}{space 2} .0054951{col 40}{space 1}   -5.66{col 49}{space 3}0.000{col 57}{space 4}-.0418991{col 70}{space 3}-.0202649
{txt}{space 11}male {c |}{col 17}{res}{space 2} .0782146{col 29}{space 2} .1886402{col 40}{space 1}    0.41{col 49}{space 3}0.679{col 57}{space 4}-.2931243{col 70}{space 3} .4495535
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.164816{col 29}{space 2} .7633883{col 40}{space 1}   -1.53{col 49}{space 3}0.128{col 57}{space 4}-2.667548{col 70}{space 3} .3379162
{txt}{space 10}black {c |}{col 17}{res}{space 2} .1092615{col 29}{space 2} .3105671{col 40}{space 1}    0.35{col 49}{space 3}0.725{col 57}{space 4}-.5020909{col 70}{space 3} .7206139
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2}-.0044852{col 29}{space 2} .4220296{col 40}{space 1}   -0.01{col 49}{space 3}0.992{col 57}{space 4}-.8352518{col 70}{space 3} .8262813
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.4698177{col 29}{space 2} .4839654{col 40}{space 1}   -0.97{col 49}{space 3}0.333{col 57}{space 4}-1.422505{col 70}{space 3} .4828696
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.3234923{col 29}{space 2} .1816498{col 40}{space 1}   -1.78{col 49}{space 3}0.076{col 57}{space 4}-.6810705{col 70}{space 3} .0340859
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .5100712{col 29}{space 2} .2239126{col 40}{space 1}    2.28{col 49}{space 3}0.023{col 57}{space 4} .0692987{col 70}{space 3} .9508438
{txt}income_relative {c |}{col 17}{res}{space 2} .2059169{col 29}{space 2} .0560378{col 40}{space 1}    3.67{col 49}{space 3}0.000{col 57}{space 4} .0956064{col 70}{space 3} .3162274
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3097244{col 29}{space 2}  .233921{col 40}{space 1}   -1.32{col 49}{space 3}0.187{col 57}{space 4}-.7701987{col 70}{space 3} .1507499
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .0963246{col 29}{space 2} .2100303{col 40}{space 1}    0.46{col 49}{space 3}0.647{col 57}{space 4}-.3171208{col 70}{space 3} .5097699
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3150679{col 29}{space 2} .4966345{col 40}{space 1}   -0.63{col 49}{space 3}0.526{col 57}{space 4}-1.292694{col 70}{space 3} .6625587
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3487589{col 29}{space 2} .4899459{col 40}{space 1}   -0.71{col 49}{space 3}0.477{col 57}{space 4}-1.313219{col 70}{space 3} .6157012
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.3335694{col 29}{space 2} .5712588{col 40}{space 1}   -0.58{col 49}{space 3}0.560{col 57}{space 4}-1.458094{col 70}{space 3} .7909554
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0065268{col 29}{space 2} .4902664{col 40}{space 1}    0.01{col 49}{space 3}0.989{col 57}{space 4}-.9585641{col 70}{space 3} .9716177
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.4986864{col 29}{space 2} .6582761{col 40}{space 1}   -0.76{col 49}{space 3}0.449{col 57}{space 4}-1.794505{col 70}{space 3} .7971321
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.3592136{col 29}{space 2} .5038033{col 40}{space 1}   -0.71{col 49}{space 3}0.476{col 57}{space 4}-1.350952{col 70}{space 3} .6325248
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.6459449{col 29}{space 2} .6730084{col 40}{space 1}   -0.96{col 49}{space 3}0.338{col 57}{space 4}-1.970764{col 70}{space 3} .6788743
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .5756122{col 29}{space 2} .6145881{col 40}{space 1}    0.94{col 49}{space 3}0.350{col 57}{space 4}-.6342064{col 70}{space 3} 1.785431
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} 1.515158{col 29}{space 2} .5018076{col 40}{space 1}    3.02{col 49}{space 3}0.003{col 57}{space 4} .5273478{col 70}{space 3} 2.502967
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} 1.072312{col 29}{space 2} .9483514{col 40}{space 1}    1.13{col 49}{space 3}0.259{col 57}{space 4}-.7945204{col 70}{space 3} 2.939145
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .6508833{col 29}{space 2} .7637725{col 40}{space 1}    0.85{col 49}{space 3}0.395{col 57}{space 4}-.8526052{col 70}{space 3} 2.154372
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2}  1.34505{col 29}{space 2} .3713543{col 40}{space 1}    3.62{col 49}{space 3}0.000{col 57}{space 4} .6140381{col 70}{space 3} 2.076062
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2} .1042407{col 29}{space 2} .4408485{col 40}{space 1}    0.24{col 49}{space 3}0.813{col 57}{space 4}-.7635709{col 70}{space 3} .9720523
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2} .9515818{col 29}{space 2} .4411314{col 40}{space 1}    2.16{col 49}{space 3}0.032{col 57}{space 4} .0832133{col 70}{space 3}  1.81995
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.3742732{col 29}{space 2} 1.265299{col 40}{space 1}   -0.30{col 49}{space 3}0.768{col 57}{space 4}-2.865018{col 70}{space 3} 2.116471
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.063316{col 29}{space 2} 1.431217{col 40}{space 1}   -1.44{col 49}{space 3}0.151{col 57}{space 4}-4.880672{col 70}{space 3} .7540392
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}  .100308{col 29}{space 2}  1.01399{col 40}{space 1}    0.10{col 49}{space 3}0.921{col 57}{space 4}-1.895735{col 70}{space 3} 2.096351
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.223862{col 29}{space 2} .3348912{col 40}{space 1}  -12.61{col 49}{space 3}0.000{col 57}{space 4}-4.883096{col 70}{space 3}-3.564627
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2} .1876326{col 29}{space 2} .5627557{col 40}{space 1}    0.33{col 49}{space 3}0.739{col 57}{space 4}-.9201538{col 70}{space 3} 1.295419
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.3593477{col 29}{space 2} .4820631{col 40}{space 1}   -0.75{col 49}{space 3}0.457{col 57}{space 4} -1.30829{col 70}{space 3}  .589595
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.5902058{col 29}{space 2} .9670936{col 40}{space 1}   -0.61{col 49}{space 3}0.542{col 57}{space 4}-2.493933{col 70}{space 3} 1.313521
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .3139759{col 29}{space 2} .4942292{col 40}{space 1}    0.64{col 49}{space 3}0.526{col 57}{space 4}-.6589158{col 70}{space 3} 1.286868
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} 1.543532{col 29}{space 2} .8308586{col 40}{space 1}    1.86{col 49}{space 3}0.064{col 57}{space 4}-.0920157{col 70}{space 3}  3.17908
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .8221063{col 29}{space 2} .7602008{col 40}{space 1}    1.08{col 49}{space 3}0.280{col 57}{space 4}-.6743515{col 70}{space 3} 2.318564
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2} 3.570138{col 29}{space 2} .1176586{col 40}{space 1}   30.34{col 49}{space 3}0.000{col 57}{space 4} 3.338527{col 70}{space 3}  3.80175
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} 1.509862{col 29}{space 2} .5871442{col 40}{space 1}    2.57{col 49}{space 3}0.011{col 57}{space 4} .3540667{col 70}{space 3} 2.665657
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.763572{col 29}{space 2} .5139905{col 40}{space 1}    9.27{col 49}{space 3}0.000{col 57}{space 4}  3.75178{col 70}{space 3} 5.775364
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2} .2132406{col 29}{space 2} .5834715{col 40}{space 1}    0.37{col 49}{space 3}0.715{col 57}{space 4}-.9353249{col 70}{space 3} 1.361806
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-.8573938{col 29}{space 2} .6390118{col 40}{space 1}   -1.34{col 49}{space 3}0.181{col 57}{space 4}-2.115291{col 70}{space 3}  .400503
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2} -.787552{col 29}{space 2} .5768946{col 40}{space 1}   -1.37{col 49}{space 3}0.173{col 57}{space 4}-1.923171{col 70}{space 3} .3480668
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.2104844{col 29}{space 2} 1.496893{col 40}{space 1}   -0.14{col 49}{space 3}0.888{col 57}{space 4}-3.157122{col 70}{space 3} 2.736153
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 2.867617{col 29}{space 2} .4254193{col 40}{space 1}    6.74{col 49}{space 3}0.000{col 57}{space 4} 2.030178{col 70}{space 3} 3.705056
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.0730809{col 29}{space 2} .6629778{col 40}{space 1}   -0.11{col 49}{space 3}0.912{col 57}{space 4}-1.378155{col 70}{space 3} 1.231993
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2}  1.95327{col 29}{space 2} .5813396{col 40}{space 1}    3.36{col 49}{space 3}0.001{col 57}{space 4} .8089009{col 70}{space 3} 3.097638
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 2.059773{col 29}{space 2}  .575586{col 40}{space 1}    3.58{col 49}{space 3}0.000{col 57}{space 4} .9267306{col 70}{space 3} 3.192816
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.7401855{col 29}{space 2} .4992839{col 40}{space 1}   -1.48{col 49}{space 3}0.139{col 57}{space 4}-1.723027{col 70}{space 3} .2426565
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} 1.478839{col 29}{space 2} .5633267{col 40}{space 1}    2.63{col 49}{space 3}0.009{col 57}{space 4} .3699289{col 70}{space 3}  2.58775
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2} .7012367{col 29}{space 2} .5747763{col 40}{space 1}    1.22{col 49}{space 3}0.223{col 57}{space 4}-.4302123{col 70}{space 3} 1.832686
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.397389{col 29}{space 2} .6373513{col 40}{space 1}    3.76{col 49}{space 3}0.000{col 57}{space 4} 1.142761{col 70}{space 3} 3.652017
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.5599791{col 29}{space 2} .6626166{col 40}{space 1}   -0.85{col 49}{space 3}0.399{col 57}{space 4}-1.864342{col 70}{space 3} .7443837
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.7411252{col 29}{space 2} 2.510805{col 40}{space 1}   -0.30{col 49}{space 3}0.768{col 57}{space 4}-5.683653{col 70}{space 3} 4.201403
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.1065815{col 29}{space 2} .6462885{col 40}{space 1}   -0.16{col 49}{space 3}0.869{col 57}{space 4}-1.378802{col 70}{space 3} 1.165639
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.1985366{col 29}{space 2} .4797567{col 40}{space 1}   -0.41{col 49}{space 3}0.679{col 57}{space 4}-1.142939{col 70}{space 3} .7458659
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-.5073936{col 29}{space 2} .8644879{col 40}{space 1}   -0.59{col 49}{space 3}0.558{col 57}{space 4}-2.209141{col 70}{space 3} 1.194354
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.799958{col 29}{space 2} .9060505{col 40}{space 1}    1.99{col 49}{space 3}0.048{col 57}{space 4} .0163952{col 70}{space 3} 3.583521
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .7554635{col 29}{space 2} .6081193{col 40}{space 1}    1.24{col 49}{space 3}0.215{col 57}{space 4}-.4416212{col 70}{space 3} 1.952548
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5565472{col 29}{space 2} .2495356{col 40}{space 1}    2.23{col 49}{space 3}0.027{col 57}{space 4} .0653357{col 70}{space 3} 1.047759
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .9353393{col 29}{space 2} .7202399{col 40}{space 1}    1.30{col 49}{space 3}0.195{col 57}{space 4}-.4824552{col 70}{space 3} 2.353134
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.381734{col 29}{space 2} .2652952{col 40}{space 1}   -8.98{col 49}{space 3}0.000{col 57}{space 4}-2.903969{col 70}{space 3}  -1.8595
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2} .0837394{col 29}{space 2} .2674088{col 40}{space 1}    0.31{col 49}{space 3}0.754{col 57}{space 4}-.4426556{col 70}{space 3} .6101345
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2} .0447305{col 29}{space 2} .5394003{col 40}{space 1}    0.08{col 49}{space 3}0.934{col 57}{space 4}-1.017081{col 70}{space 3} 1.106542
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .1261455{col 29}{space 2} .3856893{col 40}{space 1}    0.33{col 49}{space 3}0.744{col 57}{space 4}-.6330852{col 70}{space 3} .8853762
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} .0622673{col 29}{space 2} .4025517{col 40}{space 1}    0.15{col 49}{space 3}0.877{col 57}{space 4}-.7301569{col 70}{space 3} .8546916
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2} .3396539{col 29}{space 2} .7320975{col 40}{space 1}    0.46{col 49}{space 3}0.643{col 57}{space 4}-1.101482{col 70}{space 3}  1.78079
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} .0901748{col 29}{space 2} .9146144{col 40}{space 1}    0.10{col 49}{space 3}0.922{col 57}{space 4}-1.710246{col 70}{space 3} 1.890596
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .6686783{col 29}{space 2}  .844376{col 40}{space 1}    0.79{col 49}{space 3}0.429{col 57}{space 4}-.9934784{col 70}{space 3} 2.330835
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2} -1.44596{col 29}{space 2} .7960196{col 40}{space 1}   -1.82{col 49}{space 3}0.070{col 57}{space 4}-3.012927{col 70}{space 3} .1210075
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.2219377{col 29}{space 2} .8453267{col 40}{space 1}   -0.26{col 49}{space 3}0.793{col 57}{space 4}-1.885966{col 70}{space 3}  1.44209
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.214886{col 29}{space 2} .5026467{col 40}{space 1}   -2.42{col 49}{space 3}0.016{col 57}{space 4}-2.204347{col 70}{space 3}-.2254242
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-.7853546{col 29}{space 2} 1.124896{col 40}{space 1}   -0.70{col 49}{space 3}0.486{col 57}{space 4}-2.999716{col 70}{space 3} 1.429007
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2} .2070264{col 29}{space 2} .5404525{col 40}{space 1}    0.38{col 49}{space 3}0.702{col 57}{space 4} -.856856{col 70}{space 3} 1.270909
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.4157997{col 29}{space 2} .5210117{col 40}{space 1}   -0.80{col 49}{space 3}0.426{col 57}{space 4}-1.441413{col 70}{space 3} .6098136
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-.8396698{col 29}{space 2}  .491763{col 40}{space 1}   -1.71{col 49}{space 3}0.089{col 57}{space 4}-1.807707{col 70}{space 3} .1283672
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.3944014{col 29}{space 2} .4997065{col 40}{space 1}   -0.79{col 49}{space 3}0.431{col 57}{space 4}-1.378075{col 70}{space 3} .5892723
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.0889041{col 29}{space 2} .4511785{col 40}{space 1}   -0.20{col 49}{space 3}0.844{col 57}{space 4}-.9770504{col 70}{space 3} .7992423
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.531867{col 29}{space 2} .2740834{col 40}{space 1}    9.24{col 49}{space 3}0.000{col 57}{space 4} 1.992333{col 70}{space 3} 3.071401
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.631492{col 29}{space 2} .7168681{col 40}{space 1}    9.25{col 49}{space 3}0.000{col 57}{space 4} 5.220335{col 70}{space 3} 8.042649
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg pols_responsible log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,437
                                                {txt}F(20, 288)        =  {res}    12.36
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1818
                                                {txt}Root MSE          =    {res} 2.5185

{txt}{ralign 81:(Std. Err. adjusted for {res:289} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6442496{col 29}{space 2} .1029752{col 40}{space 1}    6.26{col 49}{space 3}0.000{col 57}{space 4} .4415703{col 70}{space 3} .8469289
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0248184{col 29}{space 2} .0053186{col 40}{space 1}   -4.67{col 49}{space 3}0.000{col 57}{space 4}-.0352867{col 70}{space 3}-.0143502
{txt}{space 11}male {c |}{col 17}{res}{space 2} .2133409{col 29}{space 2} .1648831{col 40}{space 1}    1.29{col 49}{space 3}0.197{col 57}{space 4}-.1111879{col 70}{space 3} .5378696
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.412403{col 29}{space 2} .7537863{col 40}{space 1}   -1.87{col 49}{space 3}0.062{col 57}{space 4}-2.896032{col 70}{space 3}  .071226
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2342533{col 29}{space 2} .2656005{col 40}{space 1}    0.88{col 49}{space 3}0.379{col 57}{space 4}-.2885108{col 70}{space 3} .7570175
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .1367412{col 29}{space 2} .4208289{col 40}{space 1}    0.32{col 49}{space 3}0.745{col 57}{space 4}-.6915491{col 70}{space 3} .9650314
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.3096859{col 29}{space 2}  .399474{col 40}{space 1}   -0.78{col 49}{space 3}0.439{col 57}{space 4}-1.095945{col 70}{space 3} .4765728
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.5987545{col 29}{space 2} .1560801{col 40}{space 1}   -3.84{col 49}{space 3}0.000{col 57}{space 4}-.9059569{col 70}{space 3} -.291552
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .3792356{col 29}{space 2} .2006866{col 40}{space 1}    1.89{col 49}{space 3}0.060{col 57}{space 4}-.0157629{col 70}{space 3} .7742341
{txt}income_relative {c |}{col 17}{res}{space 2} .1904475{col 29}{space 2} .0450559{col 40}{space 1}    4.23{col 49}{space 3}0.000{col 57}{space 4} .1017669{col 70}{space 3}  .279128
{txt}{space 12}gop {c |}{col 17}{res}{space 2} -.237727{col 29}{space 2} .2265904{col 40}{space 1}   -1.05{col 49}{space 3}0.295{col 57}{space 4}-.6837102{col 70}{space 3} .2082562
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1339388{col 29}{space 2} .2011227{col 40}{space 1}    0.67{col 49}{space 3}0.506{col 57}{space 4}-.2619179{col 70}{space 3} .5297955
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2953532{col 29}{space 2} .4694719{col 40}{space 1}   -0.63{col 49}{space 3}0.530{col 57}{space 4}-1.219384{col 70}{space 3} .6286779
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.2117635{col 29}{space 2} .4714496{col 40}{space 1}   -0.45{col 49}{space 3}0.654{col 57}{space 4}-1.139687{col 70}{space 3} .7161602
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1093945{col 29}{space 2} .5512231{col 40}{space 1}   -0.20{col 49}{space 3}0.843{col 57}{space 4}-1.194331{col 70}{space 3} .9755421
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .1026611{col 29}{space 2} .4717807{col 40}{space 1}    0.22{col 49}{space 3}0.828{col 57}{space 4}-.8259143{col 70}{space 3} 1.031236
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.3631736{col 29}{space 2} .5801625{col 40}{space 1}   -0.63{col 49}{space 3}0.532{col 57}{space 4} -1.50507{col 70}{space 3} .7787227
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2787518{col 29}{space 2} .5011616{col 40}{space 1}   -0.56{col 49}{space 3}0.578{col 57}{space 4}-1.265156{col 70}{space 3} .7076521
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.6313291{col 29}{space 2}  .658198{col 40}{space 1}   -0.96{col 49}{space 3}0.338{col 57}{space 4}-1.926818{col 70}{space 3} .6641594
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .4721956{col 29}{space 2} .5288191{col 40}{space 1}    0.89{col 49}{space 3}0.373{col 57}{space 4}-.5686448{col 70}{space 3} 1.513036
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.095835{col 29}{space 2} .5713917{col 40}{space 1}   10.67{col 49}{space 3}0.000{col 57}{space 4} 4.971202{col 70}{space 3} 7.220468
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg pols_responsible log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,437
                                                {txt}{help j_robustsingular:F(65, 288) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2241
                                                {txt}Root MSE          =    {res} 2.5045

{txt}{ralign 81:(Std. Err. adjusted for {res:289} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6182962{col 29}{space 2} .1102946{col 40}{space 1}    5.61{col 49}{space 3}0.000{col 57}{space 4} .4012106{col 70}{space 3} .8353819
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0273796{col 29}{space 2} .0054898{col 40}{space 1}   -4.99{col 49}{space 3}0.000{col 57}{space 4}-.0381849{col 70}{space 3}-.0165744
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1606569{col 29}{space 2} .1721139{col 40}{space 1}    0.93{col 49}{space 3}0.351{col 57}{space 4}-.1781038{col 70}{space 3} .4994175
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.278981{col 29}{space 2} .7370774{col 40}{space 1}   -1.74{col 49}{space 3}0.084{col 57}{space 4}-2.729722{col 70}{space 3} .1717609
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2042561{col 29}{space 2} .2948135{col 40}{space 1}    0.69{col 49}{space 3}0.489{col 57}{space 4}-.3760063{col 70}{space 3} .7845184
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0287756{col 29}{space 2} .4180444{col 40}{space 1}    0.07{col 49}{space 3}0.945{col 57}{space 4}-.7940341{col 70}{space 3} .8515853
{txt}{space 10}asian {c |}{col 17}{res}{space 2} -.325781{col 29}{space 2} .4430131{col 40}{space 1}   -0.74{col 49}{space 3}0.463{col 57}{space 4}-1.197735{col 70}{space 3} .5461729
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.3718479{col 29}{space 2} .1782151{col 40}{space 1}   -2.09{col 49}{space 3}0.038{col 57}{space 4}-.7226172{col 70}{space 3}-.0210787
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4523194{col 29}{space 2}  .215624{col 40}{space 1}    2.10{col 49}{space 3}0.037{col 57}{space 4} .0279207{col 70}{space 3}  .876718
{txt}income_relative {c |}{col 17}{res}{space 2} .1598607{col 29}{space 2} .0492119{col 40}{space 1}    3.25{col 49}{space 3}0.001{col 57}{space 4} .0630002{col 70}{space 3} .2567213
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3192395{col 29}{space 2} .2216224{col 40}{space 1}   -1.44{col 49}{space 3}0.151{col 57}{space 4}-.7554445{col 70}{space 3} .1169656
{txt}{space 12}dem {c |}{col 17}{res}{space 2}  .103853{col 29}{space 2} .2016682{col 40}{space 1}    0.51{col 49}{space 3}0.607{col 57}{space 4}-.2930776{col 70}{space 3} .5007835
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3290167{col 29}{space 2} .4572891{col 40}{space 1}   -0.72{col 49}{space 3}0.472{col 57}{space 4}-1.229069{col 70}{space 3} .5710358
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3311476{col 29}{space 2}  .465883{col 40}{space 1}   -0.71{col 49}{space 3}0.478{col 57}{space 4}-1.248115{col 70}{space 3} .5858197
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.2558957{col 29}{space 2} .5414415{col 40}{space 1}   -0.47{col 49}{space 3}0.637{col 57}{space 4} -1.32158{col 70}{space 3} .8097885
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0223166{col 29}{space 2} .4591711{col 40}{space 1}    0.05{col 49}{space 3}0.961{col 57}{space 4}-.8814402{col 70}{space 3} .9260733
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.4919498{col 29}{space 2} .5998026{col 40}{space 1}   -0.82{col 49}{space 3}0.413{col 57}{space 4}-1.672502{col 70}{space 3} .6886027
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2} -.415464{col 29}{space 2} .4815281{col 40}{space 1}   -0.86{col 49}{space 3}0.389{col 57}{space 4}-1.363225{col 70}{space 3} .5322965
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.7092354{col 29}{space 2} .6583222{col 40}{space 1}   -1.08{col 49}{space 3}0.282{col 57}{space 4}-2.004968{col 70}{space 3} .5864976
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .3477424{col 29}{space 2} .5214626{col 40}{space 1}    0.67{col 49}{space 3}0.505{col 57}{space 4}-.6786186{col 70}{space 3} 1.374104
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2}  .467744{col 29}{space 2} .4650369{col 40}{space 1}    1.01{col 49}{space 3}0.315{col 57}{space 4}-.4475579{col 70}{space 3} 1.383046
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} .6742751{col 29}{space 2} .9937872{col 40}{space 1}    0.68{col 49}{space 3}0.498{col 57}{space 4}-1.281732{col 70}{space 3} 2.630282
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .4549229{col 29}{space 2} .8273914{col 40}{space 1}    0.55{col 49}{space 3}0.583{col 57}{space 4}-1.173578{col 70}{space 3} 2.083424
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.300026{col 29}{space 2} .3676778{col 40}{space 1}    3.54{col 49}{space 3}0.000{col 57}{space 4} .5763499{col 70}{space 3} 2.023702
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2}-.1196347{col 29}{space 2} .4266273{col 40}{space 1}   -0.28{col 49}{space 3}0.779{col 57}{space 4}-.9593375{col 70}{space 3} .7200682
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2}-.0753198{col 29}{space 2} .4085373{col 40}{space 1}   -0.18{col 49}{space 3}0.854{col 57}{space 4}-.8794173{col 70}{space 3} .7287778
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.5989452{col 29}{space 2} 1.245134{col 40}{space 1}   -0.48{col 49}{space 3}0.631{col 57}{space 4}-3.049662{col 70}{space 3} 1.851772
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.153913{col 29}{space 2} 1.166432{col 40}{space 1}   -1.85{col 49}{space 3}0.066{col 57}{space 4}-4.449725{col 70}{space 3} .1418981
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}-.0563249{col 29}{space 2}  1.00702{col 40}{space 1}   -0.06{col 49}{space 3}0.955{col 57}{space 4}-2.038378{col 70}{space 3} 1.925728
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.127494{col 29}{space 2} .3105226{col 40}{space 1}  -13.29{col 49}{space 3}0.000{col 57}{space 4}-4.738676{col 70}{space 3}-3.516313
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2}-.8903732{col 29}{space 2} .4482276{col 40}{space 1}   -1.99{col 49}{space 3}0.048{col 57}{space 4} -1.77259{col 70}{space 3}-.0081559
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.5425376{col 29}{space 2} .4732712{col 40}{space 1}   -1.15{col 49}{space 3}0.253{col 57}{space 4}-1.474047{col 70}{space 3} .3889713
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.6824411{col 29}{space 2} 1.005411{col 40}{space 1}   -0.68{col 49}{space 3}0.498{col 57}{space 4}-2.661326{col 70}{space 3} 1.296443
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .1777837{col 29}{space 2} .5026735{col 40}{space 1}    0.35{col 49}{space 3}0.724{col 57}{space 4}-.8115959{col 70}{space 3} 1.167163
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2}   .32757{col 29}{space 2} .8123455{col 40}{space 1}    0.40{col 49}{space 3}0.687{col 57}{space 4}-1.271317{col 70}{space 3} 1.926457
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .4619472{col 29}{space 2} .7858154{col 40}{space 1}    0.59{col 49}{space 3}0.557{col 57}{space 4}-1.084722{col 70}{space 3} 2.008617
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2}  3.40186{col 29}{space 2}  .101191{col 40}{space 1}   33.62{col 49}{space 3}0.000{col 57}{space 4} 3.202693{col 70}{space 3} 3.601028
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} .3779071{col 29}{space 2}  .596485{col 40}{space 1}    0.63{col 49}{space 3}0.527{col 57}{space 4}-.7961156{col 70}{space 3}  1.55193
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.481657{col 29}{space 2} .5049532{col 40}{space 1}    8.88{col 49}{space 3}0.000{col 57}{space 4}  3.48779{col 70}{space 3} 5.475524
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2}-.2043725{col 29}{space 2} .5327447{col 40}{space 1}   -0.38{col 49}{space 3}0.702{col 57}{space 4}-1.252939{col 70}{space 3} .8441943
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-1.101647{col 29}{space 2} .6204689{col 40}{space 1}   -1.78{col 49}{space 3}0.077{col 57}{space 4}-2.322876{col 70}{space 3} .1195819
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-1.013604{col 29}{space 2}   .59955{col 40}{space 1}   -1.69{col 49}{space 3}0.092{col 57}{space 4}-2.193659{col 70}{space 3} .1664518
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.6953153{col 29}{space 2} 1.044884{col 40}{space 1}   -0.67{col 49}{space 3}0.506{col 57}{space 4}-2.751893{col 70}{space 3} 1.361262
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 3.177162{col 29}{space 2}  .423818{col 40}{space 1}    7.50{col 49}{space 3}0.000{col 57}{space 4} 2.342988{col 70}{space 3} 4.011335
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.1769603{col 29}{space 2} .6544574{col 40}{space 1}   -0.27{col 49}{space 3}0.787{col 57}{space 4}-1.465086{col 70}{space 3} 1.111166
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} .7716503{col 29}{space 2} .5039275{col 40}{space 1}    1.53{col 49}{space 3}0.127{col 57}{space 4}-.2201975{col 70}{space 3} 1.763498
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 1.930864{col 29}{space 2} .5377123{col 40}{space 1}    3.59{col 49}{space 3}0.000{col 57}{space 4} .8725202{col 70}{space 3} 2.989208
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.6173332{col 29}{space 2} .4634695{col 40}{space 1}   -1.33{col 49}{space 3}0.184{col 57}{space 4} -1.52955{col 70}{space 3} .2948837
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} .2599933{col 29}{space 2}   .48732{col 40}{space 1}    0.53{col 49}{space 3}0.594{col 57}{space 4} -.699167{col 70}{space 3} 1.219154
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2}-.0872431{col 29}{space 2}  .449657{col 40}{space 1}   -0.19{col 49}{space 3}0.846{col 57}{space 4}-.9722738{col 70}{space 3} .7977875
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.088666{col 29}{space 2} .6226162{col 40}{space 1}    3.35{col 49}{space 3}0.001{col 57}{space 4} .8632114{col 70}{space 3} 3.314122
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.8514253{col 29}{space 2} .7053204{col 40}{space 1}   -1.21{col 49}{space 3}0.228{col 57}{space 4}-2.239662{col 70}{space 3} .5368111
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.6907882{col 29}{space 2} 2.505489{col 40}{space 1}   -0.28{col 49}{space 3}0.783{col 57}{space 4}-5.622179{col 70}{space 3} 4.240603
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.3295883{col 29}{space 2} .6757084{col 40}{space 1}   -0.49{col 49}{space 3}0.626{col 57}{space 4}-1.659541{col 70}{space 3} 1.000365
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.3039234{col 29}{space 2} .4744045{col 40}{space 1}   -0.64{col 49}{space 3}0.522{col 57}{space 4}-1.237663{col 70}{space 3} .6298163
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-1.089489{col 29}{space 2} .7529513{col 40}{space 1}   -1.45{col 49}{space 3}0.149{col 57}{space 4}-2.571474{col 70}{space 3} .3924963
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.481829{col 29}{space 2} .9448296{col 40}{space 1}    1.57{col 49}{space 3}0.118{col 57}{space 4}-.3778184{col 70}{space 3} 3.341475
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .6769606{col 29}{space 2} .6267803{col 40}{space 1}    1.08{col 49}{space 3}0.281{col 57}{space 4}-.5566905{col 70}{space 3} 1.910612
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5375979{col 29}{space 2} .2229786{col 40}{space 1}    2.41{col 49}{space 3}0.017{col 57}{space 4} .0987236{col 70}{space 3} .9764722
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .9693499{col 29}{space 2} .6927029{col 40}{space 1}    1.40{col 49}{space 3}0.163{col 57}{space 4}-.3940524{col 70}{space 3} 2.332752
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.342092{col 29}{space 2} .2407317{col 40}{space 1}   -9.73{col 49}{space 3}0.000{col 57}{space 4}-2.815909{col 70}{space 3}-1.868276
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2}-.8223437{col 29}{space 2} .2685772{col 40}{space 1}   -3.06{col 49}{space 3}0.002{col 57}{space 4}-1.350967{col 70}{space 3}-.2937206
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2}-.2509934{col 29}{space 2} .5354403{col 40}{space 1}   -0.47{col 49}{space 3}0.640{col 57}{space 4}-1.304866{col 70}{space 3} .8028789
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .0605121{col 29}{space 2} .3846397{col 40}{space 1}    0.16{col 49}{space 3}0.875{col 57}{space 4}-.6965493{col 70}{space 3} .8175735
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} -.164299{col 29}{space 2} .3851957{col 40}{space 1}   -0.43{col 49}{space 3}0.670{col 57}{space 4}-.9224546{col 70}{space 3} .5938566
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2}-.1485697{col 29}{space 2} .6051789{col 40}{space 1}   -0.25{col 49}{space 3}0.806{col 57}{space 4}-1.339704{col 70}{space 3} 1.042565
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} -.093238{col 29}{space 2} .9174665{col 40}{space 1}   -0.10{col 49}{space 3}0.919{col 57}{space 4}-1.899028{col 70}{space 3} 1.712552
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .4080115{col 29}{space 2} .8282338{col 40}{space 1}    0.49{col 49}{space 3}0.623{col 57}{space 4}-1.222147{col 70}{space 3} 2.038171
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}  -1.6656{col 29}{space 2} .7879693{col 40}{space 1}   -2.11{col 49}{space 3}0.035{col 57}{space 4}-3.216509{col 70}{space 3}-.1146908
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.4876103{col 29}{space 2} .8600618{col 40}{space 1}   -0.57{col 49}{space 3}0.571{col 57}{space 4}-2.180414{col 70}{space 3} 1.205194
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.399594{col 29}{space 2} .4978675{col 40}{space 1}   -2.81{col 49}{space 3}0.005{col 57}{space 4}-2.379514{col 70}{space 3}-.4196737
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-1.067616{col 29}{space 2} 1.035181{col 40}{space 1}   -1.03{col 49}{space 3}0.303{col 57}{space 4}-3.105095{col 70}{space 3} .9698626
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.1503213{col 29}{space 2} .5491999{col 40}{space 1}   -0.27{col 49}{space 3}0.785{col 57}{space 4}-1.231276{col 70}{space 3} .9306333
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.5651211{col 29}{space 2} .5268091{col 40}{space 1}   -1.07{col 49}{space 3}0.284{col 57}{space 4}-1.602005{col 70}{space 3} .4717631
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-1.072888{col 29}{space 2} .4809899{col 40}{space 1}   -2.23{col 49}{space 3}0.026{col 57}{space 4}-2.019589{col 70}{space 3}-.1261867
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.5092359{col 29}{space 2} .4872842{col 40}{space 1}   -1.05{col 49}{space 3}0.297{col 57}{space 4}-1.468326{col 70}{space 3} .4498541
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.4518402{col 29}{space 2} .4326512{col 40}{space 1}   -1.04{col 49}{space 3}0.297{col 57}{space 4}  -1.3034{col 70}{space 3} .3997192
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.307324{col 29}{space 2} .2681021{col 40}{space 1}    8.61{col 49}{space 3}0.000{col 57}{space 4} 1.779636{col 70}{space 3} 2.835012
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.758232{col 29}{space 2} .6524563{col 40}{space 1}   10.36{col 49}{space 3}0.000{col 57}{space 4} 5.474045{col 70}{space 3}  8.04242
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg pols_responsible hub_taa10 nhub_taa10 log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}F(22, 279)        =  {res}    11.09
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1839
                                                {txt}Root MSE          =    {res} 2.5238

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa10 {c |}{col 17}{res}{space 2} .0095861{col 29}{space 2} .0052618{col 40}{space 1}    1.82{col 49}{space 3}0.070{col 57}{space 4}-.0007719{col 70}{space 3}  .019944
{txt}{space 5}nhub_taa10 {c |}{col 17}{res}{space 2} .0031328{col 29}{space 2}  .003833{col 40}{space 1}    0.82{col 49}{space 3}0.414{col 57}{space 4}-.0044124{col 70}{space 3} .0106781
{txt}{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6459674{col 29}{space 2} .1043689{col 40}{space 1}    6.19{col 49}{space 3}0.000{col 57}{space 4} .4405169{col 70}{space 3} .8514179
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0244081{col 29}{space 2} .0053725{col 40}{space 1}   -4.54{col 49}{space 3}0.000{col 57}{space 4}-.0349839{col 70}{space 3}-.0138323
{txt}{space 11}male {c |}{col 17}{res}{space 2} .2176627{col 29}{space 2} .1669377{col 40}{space 1}    1.30{col 49}{space 3}0.193{col 57}{space 4}-.1109548{col 70}{space 3} .5462801
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.302223{col 29}{space 2} .7955137{col 40}{space 1}   -1.64{col 49}{space 3}0.103{col 57}{space 4}-2.868195{col 70}{space 3} .2637479
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2594956{col 29}{space 2} .2646838{col 40}{space 1}    0.98{col 49}{space 3}0.328{col 57}{space 4}-.2615353{col 70}{space 3} .7805264
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .1790876{col 29}{space 2}  .430422{col 40}{space 1}    0.42{col 49}{space 3}0.678{col 57}{space 4}-.6681995{col 70}{space 3} 1.026375
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.2193715{col 29}{space 2} .4125868{col 40}{space 1}   -0.53{col 49}{space 3}0.595{col 57}{space 4} -1.03155{col 70}{space 3}  .592807
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.5925262{col 29}{space 2} .1567605{col 40}{space 1}   -3.78{col 49}{space 3}0.000{col 57}{space 4}-.9011097{col 70}{space 3}-.2839427
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4164915{col 29}{space 2}  .205285{col 40}{space 1}    2.03{col 49}{space 3}0.043{col 57}{space 4} .0123873{col 70}{space 3} .8205957
{txt}income_relative {c |}{col 17}{res}{space 2}   .19544{col 29}{space 2} .0453853{col 40}{space 1}    4.31{col 49}{space 3}0.000{col 57}{space 4} .1060989{col 70}{space 3} .2847811
{txt}{space 12}gop {c |}{col 17}{res}{space 2} -.257804{col 29}{space 2} .2295233{col 40}{space 1}   -1.12{col 49}{space 3}0.262{col 57}{space 4}-.7096213{col 70}{space 3} .1940134
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1210409{col 29}{space 2} .2014654{col 40}{space 1}    0.60{col 49}{space 3}0.548{col 57}{space 4}-.2755444{col 70}{space 3} .5176261
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2769044{col 29}{space 2} .4668824{col 40}{space 1}   -0.59{col 49}{space 3}0.554{col 57}{space 4}-1.195964{col 70}{space 3} .6421552
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.2659465{col 29}{space 2} .4630775{col 40}{space 1}   -0.57{col 49}{space 3}0.566{col 57}{space 4}-1.177516{col 70}{space 3} .6456231
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1935805{col 29}{space 2} .5512671{col 40}{space 1}   -0.35{col 49}{space 3}0.726{col 57}{space 4}-1.278752{col 70}{space 3} .8915906
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0900538{col 29}{space 2}   .46247{col 40}{space 1}    0.19{col 49}{space 3}0.846{col 57}{space 4}-.8203198{col 70}{space 3} 1.000427
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.4166963{col 29}{space 2} .5800874{col 40}{space 1}   -0.72{col 49}{space 3}0.473{col 57}{space 4}  -1.5586{col 70}{space 3} .7252075
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2684933{col 29}{space 2} .4945988{col 40}{space 1}   -0.54{col 49}{space 3}0.588{col 57}{space 4}-1.242113{col 70}{space 3}  .705126
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.5810433{col 29}{space 2} .6604982{col 40}{space 1}   -0.88{col 49}{space 3}0.380{col 57}{space 4}-1.881236{col 70}{space 3} .7191494
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2}  .498775{col 29}{space 2}  .524513{col 40}{space 1}    0.95{col 49}{space 3}0.342{col 57}{space 4}-.5337306{col 70}{space 3}  1.53128
{txt}{space 10}_cons {c |}{col 17}{res}{space 2}  5.94608{col 29}{space 2} .5879337{col 40}{space 1}   10.11{col 49}{space 3}0.000{col 57}{space 4} 4.788731{col 70}{space 3} 7.103429
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg pols_responsible hub_taa10 nhub_taa10 log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}{help j_robustsingular:F(68, 279) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2257
                                                {txt}Root MSE          =    {res} 2.5108

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa10 {c |}{col 17}{res}{space 2} .0114845{col 29}{space 2} .0070236{col 40}{space 1}    1.64{col 49}{space 3}0.103{col 57}{space 4}-.0023415{col 70}{space 3} .0253106
{txt}{space 5}nhub_taa10 {c |}{col 17}{res}{space 2}  .003341{col 29}{space 2} .0041376{col 40}{space 1}    0.81{col 49}{space 3}0.420{col 57}{space 4}-.0048039{col 70}{space 3} .0114859
{txt}{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6225606{col 29}{space 2} .1119573{col 40}{space 1}    5.56{col 49}{space 3}0.000{col 57}{space 4} .4021723{col 70}{space 3} .8429489
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0271673{col 29}{space 2} .0055585{col 40}{space 1}   -4.89{col 49}{space 3}0.000{col 57}{space 4}-.0381093{col 70}{space 3}-.0162252
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1697594{col 29}{space 2} .1751146{col 40}{space 1}    0.97{col 49}{space 3}0.333{col 57}{space 4}-.1749542{col 70}{space 3} .5144731
{txt}{space 4}race_others {c |}{col 17}{res}{space 2} -1.17883{col 29}{space 2} .7765375{col 40}{space 1}   -1.52{col 49}{space 3}0.130{col 57}{space 4}-2.707447{col 70}{space 3} .3497863
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2253012{col 29}{space 2} .2942598{col 40}{space 1}    0.77{col 49}{space 3}0.445{col 57}{space 4}  -.35395{col 70}{space 3} .8045525
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0709257{col 29}{space 2} .4297543{col 40}{space 1}    0.17{col 49}{space 3}0.869{col 57}{space 4} -.775047{col 70}{space 3} .9168984
{txt}{space 10}asian {c |}{col 17}{res}{space 2}  -.25057{col 29}{space 2} .4557931{col 40}{space 1}   -0.55{col 49}{space 3}0.583{col 57}{space 4}  -1.1478{col 70}{space 3} .6466601
{txt}{space 8}college {c |}{col 17}{res}{space 2} -.365291{col 29}{space 2} .1790255{col 40}{space 1}   -2.04{col 49}{space 3}0.042{col 57}{space 4}-.7177033{col 70}{space 3}-.0128787
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4852586{col 29}{space 2} .2207666{col 40}{space 1}    2.20{col 49}{space 3}0.029{col 57}{space 4} .0506788{col 70}{space 3} .9198383
{txt}income_relative {c |}{col 17}{res}{space 2} .1619567{col 29}{space 2} .0494733{col 40}{space 1}    3.27{col 49}{space 3}0.001{col 57}{space 4} .0645684{col 70}{space 3}  .259345
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3392638{col 29}{space 2} .2248828{col 40}{space 1}   -1.51{col 49}{space 3}0.133{col 57}{space 4}-.7819464{col 70}{space 3} .1034187
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .0942533{col 29}{space 2} .2022671{col 40}{space 1}    0.47{col 49}{space 3}0.642{col 57}{space 4}  -.30391{col 70}{space 3} .4924167
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3143041{col 29}{space 2} .4554517{col 40}{space 1}   -0.69{col 49}{space 3}0.491{col 57}{space 4}-1.210862{col 70}{space 3}  .582254
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3937222{col 29}{space 2} .4558777{col 40}{space 1}   -0.86{col 49}{space 3}0.389{col 57}{space 4}-1.291119{col 70}{space 3} .5036746
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.3208088{col 29}{space 2} .5458936{col 40}{space 1}   -0.59{col 49}{space 3}0.557{col 57}{space 4}-1.395402{col 70}{space 3} .7537845
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0076339{col 29}{space 2} .4502135{col 40}{space 1}    0.02{col 49}{space 3}0.986{col 57}{space 4}-.8786128{col 70}{space 3} .8938805
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.5451695{col 29}{space 2} .5948782{col 40}{space 1}   -0.92{col 49}{space 3}0.360{col 57}{space 4}-1.716189{col 70}{space 3} .6258501
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.4155903{col 29}{space 2} .4738616{col 40}{space 1}   -0.88{col 49}{space 3}0.381{col 57}{space 4}-1.348388{col 70}{space 3} .5172078
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2} -.660149{col 29}{space 2} .6577061{col 40}{space 1}   -1.00{col 49}{space 3}0.316{col 57}{space 4}-1.954846{col 70}{space 3} .6345476
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .3666875{col 29}{space 2} .5150244{col 40}{space 1}    0.71{col 49}{space 3}0.477{col 57}{space 4}-.6471396{col 70}{space 3} 1.380515
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} .4808059{col 29}{space 2} .4711175{col 40}{space 1}    1.02{col 49}{space 3}0.308{col 57}{space 4}-.4465903{col 70}{space 3} 1.408202
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} .7202684{col 29}{space 2} 1.016598{col 40}{space 1}    0.71{col 49}{space 3}0.479{col 57}{space 4}-1.280907{col 70}{space 3} 2.721444
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .4393743{col 29}{space 2} .8439356{col 40}{space 1}    0.52{col 49}{space 3}0.603{col 57}{space 4}-1.221916{col 70}{space 3} 2.100664
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.332722{col 29}{space 2}   .36858{col 40}{space 1}    3.62{col 49}{space 3}0.000{col 57}{space 4} .6071712{col 70}{space 3} 2.058273
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2}-.1294926{col 29}{space 2} .4313969{col 40}{space 1}   -0.30{col 49}{space 3}0.764{col 57}{space 4}-.9786988{col 70}{space 3} .7197136
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2}-.0706867{col 29}{space 2} .4139988{col 40}{space 1}   -0.17{col 49}{space 3}0.865{col 57}{space 4}-.8856447{col 70}{space 3} .7442713
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.5761941{col 29}{space 2} 1.246457{col 40}{space 1}   -0.46{col 49}{space 3}0.644{col 57}{space 4}-3.029849{col 70}{space 3} 1.877461
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.197058{col 29}{space 2}  1.12466{col 40}{space 1}   -1.95{col 49}{space 3}0.052{col 57}{space 4}-4.410954{col 70}{space 3} .0168384
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}-.0334624{col 29}{space 2}  1.01868{col 40}{space 1}   -0.03{col 49}{space 3}0.974{col 57}{space 4}-2.038737{col 70}{space 3} 1.971813
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.177697{col 29}{space 2} .3180853{col 40}{space 1}  -13.13{col 49}{space 3}0.000{col 57}{space 4}-4.803849{col 70}{space 3}-3.551545
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2}-1.142365{col 29}{space 2}   .51401{col 40}{space 1}   -2.22{col 49}{space 3}0.027{col 57}{space 4}-2.154196{col 70}{space 3}-.1305349
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.5387895{col 29}{space 2} .4756843{col 40}{space 1}   -1.13{col 49}{space 3}0.258{col 57}{space 4}-1.475176{col 70}{space 3} .3975965
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.7065803{col 29}{space 2} .9640346{col 40}{space 1}   -0.73{col 49}{space 3}0.464{col 57}{space 4}-2.604285{col 70}{space 3} 1.191125
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .1801391{col 29}{space 2} .5084016{col 40}{space 1}    0.35{col 49}{space 3}0.723{col 57}{space 4} -.820651{col 70}{space 3} 1.180929
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} .3313667{col 29}{space 2} .8163141{col 40}{space 1}    0.41{col 49}{space 3}0.685{col 57}{space 4} -1.27555{col 70}{space 3} 1.938284
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .4797975{col 29}{space 2} .7760259{col 40}{space 1}    0.62{col 49}{space 3}0.537{col 57}{space 4}-1.047812{col 70}{space 3} 2.007407
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2} 3.476542{col 29}{space 2} .1085678{col 40}{space 1}   32.02{col 49}{space 3}0.000{col 57}{space 4} 3.262826{col 70}{space 3} 3.690258
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} .3549982{col 29}{space 2} .5802821{col 40}{space 1}    0.61{col 49}{space 3}0.541{col 57}{space 4}-.7872888{col 70}{space 3} 1.497285
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.575353{col 29}{space 2} .5245162{col 40}{space 1}    8.72{col 49}{space 3}0.000{col 57}{space 4} 3.542841{col 70}{space 3} 5.607864
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2}-.1644587{col 29}{space 2} .5333828{col 40}{space 1}   -0.31{col 49}{space 3}0.758{col 57}{space 4}-1.214424{col 70}{space 3} .8855071
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-1.064336{col 29}{space 2} .6314575{col 40}{space 1}   -1.69{col 49}{space 3}0.093{col 57}{space 4}-2.307362{col 70}{space 3} .1786901
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-1.010156{col 29}{space 2} .5976453{col 40}{space 1}   -1.69{col 49}{space 3}0.092{col 57}{space 4}-2.186623{col 70}{space 3} .1663104
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-1.107471{col 29}{space 2} .9306649{col 40}{space 1}   -1.19{col 49}{space 3}0.235{col 57}{space 4}-2.939488{col 70}{space 3} .7245459
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 3.204777{col 29}{space 2} .4282509{col 40}{space 1}    7.48{col 49}{space 3}0.000{col 57}{space 4} 2.361764{col 70}{space 3}  4.04779
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.1610514{col 29}{space 2}  .653707{col 40}{space 1}   -0.25{col 49}{space 3}0.806{col 57}{space 4}-1.447876{col 70}{space 3} 1.125773
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} .7940756{col 29}{space 2}  .513427{col 40}{space 1}    1.55{col 49}{space 3}0.123{col 57}{space 4}-.2166071{col 70}{space 3} 1.804758
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 1.968461{col 29}{space 2} .5633945{col 40}{space 1}    3.49{col 49}{space 3}0.001{col 57}{space 4} .8594168{col 70}{space 3} 3.077504
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.5756736{col 29}{space 2} .4835095{col 40}{space 1}   -1.19{col 49}{space 3}0.235{col 57}{space 4}-1.527464{col 70}{space 3} .3761163
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2}  .290279{col 29}{space 2} .4956579{col 40}{space 1}    0.59{col 49}{space 3}0.559{col 57}{space 4}-.6854251{col 70}{space 3} 1.265983
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2}-.1330821{col 29}{space 2} .4637642{col 40}{space 1}   -0.29{col 49}{space 3}0.774{col 57}{space 4}-1.046003{col 70}{space 3} .7798392
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.063825{col 29}{space 2} .6212648{col 40}{space 1}    3.32{col 49}{space 3}0.001{col 57}{space 4} .8408633{col 70}{space 3} 3.286787
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.8350385{col 29}{space 2} .6952046{col 40}{space 1}   -1.20{col 49}{space 3}0.231{col 57}{space 4}-2.203551{col 70}{space 3} .5334739
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.7658916{col 29}{space 2}  2.51184{col 40}{space 1}   -0.30{col 49}{space 3}0.761{col 57}{space 4}-5.710456{col 70}{space 3} 4.178673
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}  -.41263{col 29}{space 2} .6670263{col 40}{space 1}   -0.62{col 49}{space 3}0.537{col 57}{space 4}-1.725673{col 70}{space 3} .9004133
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.4444041{col 29}{space 2} .5048209{col 40}{space 1}   -0.88{col 49}{space 3}0.379{col 57}{space 4}-1.438146{col 70}{space 3} .5493374
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-1.095342{col 29}{space 2} .7666784{col 40}{space 1}   -1.43{col 49}{space 3}0.154{col 57}{space 4}-2.604551{col 70}{space 3} .4138668
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.482889{col 29}{space 2} .9317549{col 40}{space 1}    1.59{col 49}{space 3}0.113{col 57}{space 4}-.3512737{col 70}{space 3} 3.317051
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .6564978{col 29}{space 2}  .625363{col 40}{space 1}    1.05{col 49}{space 3}0.295{col 57}{space 4}-.5745313{col 70}{space 3} 1.887527
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5166626{col 29}{space 2} .2304453{col 40}{space 1}    2.24{col 49}{space 3}0.026{col 57}{space 4} .0630302{col 70}{space 3}  .970295
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .7821777{col 29}{space 2} .7004567{col 40}{space 1}    1.12{col 49}{space 3}0.265{col 57}{space 4}-.5966735{col 70}{space 3} 2.161029
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.340183{col 29}{space 2} .2446721{col 40}{space 1}   -9.56{col 49}{space 3}0.000{col 57}{space 4}-2.821821{col 70}{space 3}-1.858546
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2}-.9417912{col 29}{space 2} .2810897{col 40}{space 1}   -3.35{col 49}{space 3}0.001{col 57}{space 4}-1.495117{col 70}{space 3}-.3884652
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2}-.2561891{col 29}{space 2}  .537859{col 40}{space 1}   -0.48{col 49}{space 3}0.634{col 57}{space 4}-1.314966{col 70}{space 3}  .802588
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .0424645{col 29}{space 2} .3873383{col 40}{space 1}    0.11{col 49}{space 3}0.913{col 57}{space 4}-.7200121{col 70}{space 3} .8049412
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2}  -.17805{col 29}{space 2} .3911339{col 40}{space 1}   -0.46{col 49}{space 3}0.649{col 57}{space 4}-.9479983{col 70}{space 3} .5918984
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2}-.1357165{col 29}{space 2} .6103314{col 40}{space 1}   -0.22{col 49}{space 3}0.824{col 57}{space 4}-1.337156{col 70}{space 3} 1.065723
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2}-.1812003{col 29}{space 2} .9199565{col 40}{space 1}   -0.20{col 49}{space 3}0.844{col 57}{space 4}-1.992138{col 70}{space 3} 1.629737
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .4229581{col 29}{space 2} .8257738{col 40}{space 1}    0.51{col 49}{space 3}0.609{col 57}{space 4} -1.20258{col 70}{space 3} 2.048496
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}-1.649592{col 29}{space 2} .7884197{col 40}{space 1}   -2.09{col 49}{space 3}0.037{col 57}{space 4}-3.201598{col 70}{space 3}-.0975849
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.4919272{col 29}{space 2} .8581782{col 40}{space 1}   -0.57{col 49}{space 3}0.567{col 57}{space 4}-2.181254{col 70}{space 3} 1.197399
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.400747{col 29}{space 2} .5047396{col 40}{space 1}   -2.78{col 49}{space 3}0.006{col 57}{space 4}-2.394328{col 70}{space 3}-.4071654
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-1.121484{col 29}{space 2} 1.033345{col 40}{space 1}   -1.09{col 49}{space 3}0.279{col 57}{space 4}-3.155626{col 70}{space 3} .9126581
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.1489715{col 29}{space 2}  .548318{col 40}{space 1}   -0.27{col 49}{space 3}0.786{col 57}{space 4}-1.228337{col 70}{space 3} .9303943
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.5571939{col 29}{space 2} .5250108{col 40}{space 1}   -1.06{col 49}{space 3}0.289{col 57}{space 4}-1.590679{col 70}{space 3} .4762915
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2} -1.07585{col 29}{space 2} .4842292{col 40}{space 1}   -2.22{col 49}{space 3}0.027{col 57}{space 4}-2.029057{col 70}{space 3}-.1226431
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.5044468{col 29}{space 2} .4986463{col 40}{space 1}   -1.01{col 49}{space 3}0.313{col 57}{space 4}-1.486034{col 70}{space 3} .4771399
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.4282985{col 29}{space 2} .4442965{col 40}{space 1}   -0.96{col 49}{space 3}0.336{col 57}{space 4}-1.302897{col 70}{space 3} .4463005
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.360528{col 29}{space 2}  .270926{col 40}{space 1}    8.71{col 49}{space 3}0.000{col 57}{space 4} 1.827209{col 70}{space 3} 2.893846
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.633485{col 29}{space 2} .6851367{col 40}{space 1}    9.68{col 49}{space 3}0.000{col 57}{space 4} 5.284791{col 70}{space 3} 7.982179
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA12.tex", label keep(log_hs_peers hub_taa10 nhub_taa10 union_member age male race_others black hispanic asian college income_relative gop dem) order(hub_taa10 nhub_taa10 log_hs_peers union_member age male race_others black hispanic asian college union_member income_relative gop dem) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*" "Industry Classification FE= *cluster*")
{res}{txt}(note: file TableA12.tex not found)
(output written to {browse  `"TableA12.tex"'})

{com}. 
. 
. * Table A13: Trade Shocks to Industrial Hubs, Peer Networks and Political Responsibility: 95th percentile
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg pols_responsible hub_taa5 nhub_taa5 age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}F(21, 279)        =  {res}     7.16
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1511
                                                {txt}Root MSE          =    {res} 2.5732

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa5 {c |}{col 17}{res}{space 2} .0109739{col 29}{space 2} .0055875{col 40}{space 1}    1.96{col 49}{space 3}0.051{col 57}{space 4}-.0000251{col 70}{space 3}  .021973
{txt}{space 6}nhub_taa5 {c |}{col 17}{res}{space 2} .0025831{col 29}{space 2} .0038644{col 40}{space 1}    0.67{col 49}{space 3}0.504{col 57}{space 4}-.0050241{col 70}{space 3} .0101902
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0295882{col 29}{space 2} .0052421{col 40}{space 1}   -5.64{col 49}{space 3}0.000{col 57}{space 4}-.0399073{col 70}{space 3} -.019269
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1298229{col 29}{space 2} .1873356{col 40}{space 1}    0.69{col 49}{space 3}0.489{col 57}{space 4}-.2389478{col 70}{space 3} .4985937
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.284953{col 29}{space 2} .7810101{col 40}{space 1}   -1.65{col 49}{space 3}0.101{col 57}{space 4}-2.822374{col 70}{space 3} .2524681
{txt}{space 10}black {c |}{col 17}{res}{space 2} .1408183{col 29}{space 2} .2965777{col 40}{space 1}    0.47{col 49}{space 3}0.635{col 57}{space 4}-.4429958{col 70}{space 3} .7246324
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0024229{col 29}{space 2} .4388863{col 40}{space 1}    0.01{col 49}{space 3}0.996{col 57}{space 4}-.8615263{col 70}{space 3}  .866372
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.5714478{col 29}{space 2} .4960747{col 40}{space 1}   -1.15{col 49}{space 3}0.250{col 57}{space 4}-1.547972{col 70}{space 3} .4050767
{txt}{space 8}college {c |}{col 17}{res}{space 2} -.616717{col 29}{space 2} .1627933{col 40}{space 1}   -3.79{col 49}{space 3}0.000{col 57}{space 4} -.937176{col 70}{space 3}-.2962579
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4586344{col 29}{space 2} .2063621{col 40}{space 1}    2.22{col 49}{space 3}0.027{col 57}{space 4} .0524099{col 70}{space 3} .8648589
{txt}income_relative {c |}{col 17}{res}{space 2} .2608538{col 29}{space 2}  .062184{col 40}{space 1}    4.19{col 49}{space 3}0.000{col 57}{space 4} .1384443{col 70}{space 3} .3832633
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.1873476{col 29}{space 2} .2402378{col 40}{space 1}   -0.78{col 49}{space 3}0.436{col 57}{space 4}-.6602565{col 70}{space 3} .2855613
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1474951{col 29}{space 2} .2103783{col 40}{space 1}    0.70{col 49}{space 3}0.484{col 57}{space 4}-.2666352{col 70}{space 3} .5616255
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2847387{col 29}{space 2} .5173044{col 40}{space 1}   -0.55{col 49}{space 3}0.582{col 57}{space 4}-1.303054{col 70}{space 3} .7335767
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}  -.19236{col 29}{space 2} .5058661{col 40}{space 1}   -0.38{col 49}{space 3}0.704{col 57}{space 4}-1.188159{col 70}{space 3}  .803439
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1904428{col 29}{space 2} .5880889{col 40}{space 1}   -0.32{col 49}{space 3}0.746{col 57}{space 4}-1.348098{col 70}{space 3} .9672121
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0864609{col 29}{space 2} .5103148{col 40}{space 1}    0.17{col 49}{space 3}0.866{col 57}{space 4}-.9180953{col 70}{space 3} 1.091017
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2} -.332029{col 29}{space 2} .6444595{col 40}{space 1}   -0.52{col 49}{space 3}0.607{col 57}{space 4}-1.600649{col 70}{space 3} .9365915
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2130103{col 29}{space 2} .5320767{col 40}{space 1}   -0.40{col 49}{space 3}0.689{col 57}{space 4}-1.260405{col 70}{space 3} .8343843
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.5584336{col 29}{space 2} .6804705{col 40}{space 1}   -0.82{col 49}{space 3}0.413{col 57}{space 4}-1.897942{col 70}{space 3} .7810747
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .9712121{col 29}{space 2} .7189078{col 40}{space 1}    1.35{col 49}{space 3}0.178{col 57}{space 4}-.4439602{col 70}{space 3} 2.386384
{txt}{space 10}_cons {c |}{col 17}{res}{space 2}  6.10015{col 29}{space 2} .6518478{col 40}{space 1}    9.36{col 49}{space 3}0.000{col 57}{space 4} 4.816986{col 70}{space 3} 7.383315
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg pols_responsible hub_taa5 nhub_taa5 age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}{help j_robustsingular:F(66, 279) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2010
                                                {txt}Root MSE          =    {res} 2.5496

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa5 {c |}{col 17}{res}{space 2} .0118658{col 29}{space 2} .0075198{col 40}{space 1}    1.58{col 49}{space 3}0.116{col 57}{space 4} -.002937{col 70}{space 3} .0266687
{txt}{space 6}nhub_taa5 {c |}{col 17}{res}{space 2} .0023014{col 29}{space 2} .0042216{col 40}{space 1}    0.55{col 49}{space 3}0.586{col 57}{space 4}-.0060088{col 70}{space 3} .0106115
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0310686{col 29}{space 2} .0054975{col 40}{space 1}   -5.65{col 49}{space 3}0.000{col 57}{space 4}-.0418904{col 70}{space 3}-.0202467
{txt}{space 11}male {c |}{col 17}{res}{space 2} .0778252{col 29}{space 2} .1885884{col 40}{space 1}    0.41{col 49}{space 3}0.680{col 57}{space 4}-.2934117{col 70}{space 3} .4490621
{txt}{space 4}race_others {c |}{col 17}{res}{space 2} -1.16408{col 29}{space 2} .7632995{col 40}{space 1}   -1.53{col 49}{space 3}0.128{col 57}{space 4}-2.666638{col 70}{space 3} .3384772
{txt}{space 10}black {c |}{col 17}{res}{space 2} .1083992{col 29}{space 2} .3106371{col 40}{space 1}    0.35{col 49}{space 3}0.727{col 57}{space 4}-.5030909{col 70}{space 3} .7198894
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} -.004526{col 29}{space 2} .4218956{col 40}{space 1}   -0.01{col 49}{space 3}0.991{col 57}{space 4}-.8350287{col 70}{space 3} .8259768
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.4716941{col 29}{space 2} .4835362{col 40}{space 1}   -0.98{col 49}{space 3}0.330{col 57}{space 4}-1.423537{col 70}{space 3} .4801484
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.3226273{col 29}{space 2} .1816672{col 40}{space 1}   -1.78{col 49}{space 3}0.077{col 57}{space 4}-.6802397{col 70}{space 3}  .034985
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .5090454{col 29}{space 2} .2238331{col 40}{space 1}    2.27{col 49}{space 3}0.024{col 57}{space 4} .0684293{col 70}{space 3} .9496615
{txt}income_relative {c |}{col 17}{res}{space 2}  .205845{col 29}{space 2} .0560377{col 40}{space 1}    3.67{col 49}{space 3}0.000{col 57}{space 4} .0955346{col 70}{space 3} .3161553
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3084198{col 29}{space 2} .2339606{col 40}{space 1}   -1.32{col 49}{space 3}0.188{col 57}{space 4} -.768972{col 70}{space 3} .1521325
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .0976108{col 29}{space 2} .2100293{col 40}{space 1}    0.46{col 49}{space 3}0.642{col 57}{space 4}-.3158326{col 70}{space 3} .5110542
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3133022{col 29}{space 2} .4966104{col 40}{space 1}   -0.63{col 49}{space 3}0.529{col 57}{space 4}-1.290881{col 70}{space 3} .6642769
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3442279{col 29}{space 2} .4897211{col 40}{space 1}   -0.70{col 49}{space 3}0.483{col 57}{space 4}-1.308245{col 70}{space 3} .6197896
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2} -.330502{col 29}{space 2} .5716272{col 40}{space 1}   -0.58{col 49}{space 3}0.564{col 57}{space 4}-1.455752{col 70}{space 3} .7947479
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0091161{col 29}{space 2} .4899315{col 40}{space 1}    0.02{col 49}{space 3}0.985{col 57}{space 4}-.9553155{col 70}{space 3} .9735477
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.5021903{col 29}{space 2} .6580251{col 40}{space 1}   -0.76{col 49}{space 3}0.446{col 57}{space 4}-1.797515{col 70}{space 3} .7931342
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.3529643{col 29}{space 2} .5029399{col 40}{space 1}   -0.70{col 49}{space 3}0.483{col 57}{space 4}-1.343003{col 70}{space 3} .6370745
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.6447448{col 29}{space 2} .6731481{col 40}{space 1}   -0.96{col 49}{space 3}0.339{col 57}{space 4}-1.969839{col 70}{space 3} .6803492
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .5764031{col 29}{space 2} .6144348{col 40}{space 1}    0.94{col 49}{space 3}0.349{col 57}{space 4}-.6331136{col 70}{space 3}  1.78592
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} 1.524193{col 29}{space 2} .5023723{col 40}{space 1}    3.03{col 49}{space 3}0.003{col 57}{space 4} .5352714{col 70}{space 3} 2.513114
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} 1.079544{col 29}{space 2} .9482779{col 40}{space 1}    1.14{col 49}{space 3}0.256{col 57}{space 4}-.7871438{col 70}{space 3} 2.946232
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .6550753{col 29}{space 2} .7635913{col 40}{space 1}    0.86{col 49}{space 3}0.392{col 57}{space 4}-.8480566{col 70}{space 3} 2.158207
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2}  1.34646{col 29}{space 2} .3711188{col 40}{space 1}    3.63{col 49}{space 3}0.000{col 57}{space 4} .6159112{col 70}{space 3} 2.077008
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2} .1128199{col 29}{space 2} .4408349{col 40}{space 1}    0.26{col 49}{space 3}0.798{col 57}{space 4} -.754965{col 70}{space 3} .9806048
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2} .9585786{col 29}{space 2} .4397888{col 40}{space 1}    2.18{col 49}{space 3}0.030{col 57}{space 4} .0928529{col 70}{space 3} 1.824304
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.3690059{col 29}{space 2} 1.265266{col 40}{space 1}   -0.29{col 49}{space 3}0.771{col 57}{space 4}-2.859686{col 70}{space 3} 2.121674
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.060628{col 29}{space 2} 1.425298{col 40}{space 1}   -1.45{col 49}{space 3}0.149{col 57}{space 4}-4.866332{col 70}{space 3} .7450757
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2} .1097111{col 29}{space 2} 1.012675{col 40}{space 1}    0.11{col 49}{space 3}0.914{col 57}{space 4}-1.883743{col 70}{space 3} 2.103165
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.221357{col 29}{space 2}  .334883{col 40}{space 1}  -12.61{col 49}{space 3}0.000{col 57}{space 4}-4.880575{col 70}{space 3}-3.562139
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2} .1694882{col 29}{space 2} .5546822{col 40}{space 1}    0.31{col 49}{space 3}0.760{col 57}{space 4}-.9224055{col 70}{space 3} 1.261382
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.3533891{col 29}{space 2} .4818281{col 40}{space 1}   -0.73{col 49}{space 3}0.464{col 57}{space 4}-1.301869{col 70}{space 3}  .595091
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.5878891{col 29}{space 2} .9644234{col 40}{space 1}   -0.61{col 49}{space 3}0.543{col 57}{space 4} -2.48636{col 70}{space 3} 1.310581
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2}   .32167{col 29}{space 2} .4937102{col 40}{space 1}    0.65{col 49}{space 3}0.515{col 57}{space 4}   -.6502{col 70}{space 3}  1.29354
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} 1.553061{col 29}{space 2} .8318468{col 40}{space 1}    1.87{col 49}{space 3}0.063{col 57}{space 4}-.0844322{col 70}{space 3} 3.190554
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .8274285{col 29}{space 2} .7589406{col 40}{space 1}    1.09{col 49}{space 3}0.277{col 57}{space 4}-.6665484{col 70}{space 3} 2.321405
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2} 3.568027{col 29}{space 2} .1175531{col 40}{space 1}   30.35{col 49}{space 3}0.000{col 57}{space 4} 3.336624{col 70}{space 3} 3.799431
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} 1.517991{col 29}{space 2} .5872606{col 40}{space 1}    2.58{col 49}{space 3}0.010{col 57}{space 4} .3619671{col 70}{space 3} 2.674016
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2}  4.76759{col 29}{space 2} .5147359{col 40}{space 1}    9.26{col 49}{space 3}0.000{col 57}{space 4} 3.754331{col 70}{space 3} 5.780849
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2} .2193265{col 29}{space 2} .5834953{col 40}{space 1}    0.38{col 49}{space 3}0.707{col 57}{space 4}-.9292857{col 70}{space 3} 1.367939
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-.8509194{col 29}{space 2} .6385285{col 40}{space 1}   -1.33{col 49}{space 3}0.184{col 57}{space 4}-2.107865{col 70}{space 3} .4060259
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-.7802768{col 29}{space 2} .5776867{col 40}{space 1}   -1.35{col 49}{space 3}0.178{col 57}{space 4}-1.917455{col 70}{space 3} .3569013
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.1881789{col 29}{space 2} 1.513036{col 40}{space 1}   -0.12{col 49}{space 3}0.901{col 57}{space 4}-3.166596{col 70}{space 3} 2.790238
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 2.870699{col 29}{space 2} .4250313{col 40}{space 1}    6.75{col 49}{space 3}0.000{col 57}{space 4} 2.034024{col 70}{space 3} 3.707375
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2} -.067795{col 29}{space 2} .6626882{col 40}{space 1}   -0.10{col 49}{space 3}0.919{col 57}{space 4}-1.372299{col 70}{space 3} 1.236709
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} 1.959891{col 29}{space 2} .5810446{col 40}{space 1}    3.37{col 49}{space 3}0.001{col 57}{space 4} .8161026{col 70}{space 3} 3.103679
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 2.062942{col 29}{space 2} .5749726{col 40}{space 1}    3.59{col 49}{space 3}0.000{col 57}{space 4} .9311064{col 70}{space 3} 3.194777
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.7298182{col 29}{space 2} .5001401{col 40}{space 1}   -1.46{col 49}{space 3}0.146{col 57}{space 4}-1.714346{col 70}{space 3} .2547091
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} 1.485234{col 29}{space 2} .5631446{col 40}{space 1}    2.64{col 49}{space 3}0.009{col 57}{space 4}  .376682{col 70}{space 3} 2.593786
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2}  .714484{col 29}{space 2} .5724623{col 40}{space 1}    1.25{col 49}{space 3}0.213{col 57}{space 4}-.4124098{col 70}{space 3} 1.841378
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.397368{col 29}{space 2} .6368089{col 40}{space 1}    3.76{col 49}{space 3}0.000{col 57}{space 4} 1.143808{col 70}{space 3} 3.650928
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2} -.552425{col 29}{space 2} .6637209{col 40}{space 1}   -0.83{col 49}{space 3}0.406{col 57}{space 4}-1.858962{col 70}{space 3} .7541116
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2} -.730236{col 29}{space 2} 2.513943{col 40}{space 1}   -0.29{col 49}{space 3}0.772{col 57}{space 4}-5.678941{col 70}{space 3} 4.218469
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.1046849{col 29}{space 2} .6454423{col 40}{space 1}   -0.16{col 49}{space 3}0.871{col 57}{space 4} -1.37524{col 70}{space 3}  1.16587
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2} -.192123{col 29}{space 2} .4806743{col 40}{space 1}   -0.40{col 49}{space 3}0.690{col 57}{space 4}-1.138332{col 70}{space 3} .7540859
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-.5013858{col 29}{space 2} .8651085{col 40}{space 1}   -0.58{col 49}{space 3}0.563{col 57}{space 4}-2.204355{col 70}{space 3} 1.201583
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.803582{col 29}{space 2} .9059451{col 40}{space 1}    1.99{col 49}{space 3}0.047{col 57}{space 4} .0202263{col 70}{space 3} 3.586938
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .7589175{col 29}{space 2} .6082747{col 40}{space 1}    1.25{col 49}{space 3}0.213{col 57}{space 4} -.438473{col 70}{space 3} 1.956308
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5546395{col 29}{space 2} .2508713{col 40}{space 1}    2.21{col 49}{space 3}0.028{col 57}{space 4} .0607985{col 70}{space 3} 1.048481
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .9475362{col 29}{space 2} .7212603{col 40}{space 1}    1.31{col 49}{space 3}0.190{col 57}{space 4} -.472267{col 70}{space 3} 2.367339
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.382374{col 29}{space 2} .2652603{col 40}{space 1}   -8.98{col 49}{space 3}0.000{col 57}{space 4} -2.90454{col 70}{space 3}-1.860208
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2} .0952073{col 29}{space 2} .2706715{col 40}{space 1}    0.35{col 49}{space 3}0.725{col 57}{space 4}-.4376104{col 70}{space 3}  .628025
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2} .0509173{col 29}{space 2}  .539126{col 40}{space 1}    0.09{col 49}{space 3}0.925{col 57}{space 4}-1.010354{col 70}{space 3} 1.112188
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2}  .133997{col 29}{space 2}  .385466{col 40}{space 1}    0.35{col 49}{space 3}0.728{col 57}{space 4} -.624794{col 70}{space 3}  .892788
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} .0682343{col 29}{space 2} .4024546{col 40}{space 1}    0.17{col 49}{space 3}0.865{col 57}{space 4}-.7239987{col 70}{space 3} .8604674
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2} .3465205{col 29}{space 2} .7320988{col 40}{space 1}    0.47{col 49}{space 3}0.636{col 57}{space 4}-1.094618{col 70}{space 3} 1.787659
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} .1013812{col 29}{space 2} .9139068{col 40}{space 1}    0.11{col 49}{space 3}0.912{col 57}{space 4}-1.697647{col 70}{space 3}  1.90041
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .6744389{col 29}{space 2} .8441597{col 40}{space 1}    0.80{col 49}{space 3}0.425{col 57}{space 4}-.9872921{col 70}{space 3}  2.33617
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}-1.439499{col 29}{space 2} .7960058{col 40}{space 1}   -1.81{col 49}{space 3}0.072{col 57}{space 4}-3.006439{col 70}{space 3} .1274409
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2} -.215589{col 29}{space 2} .8453272{col 40}{space 1}   -0.26{col 49}{space 3}0.799{col 57}{space 4}-1.879618{col 70}{space 3}  1.44844
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.206238{col 29}{space 2} .5028082{col 40}{space 1}   -2.40{col 49}{space 3}0.017{col 57}{space 4}-2.196017{col 70}{space 3}-.2164586
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-.7808541{col 29}{space 2} 1.124541{col 40}{space 1}   -0.69{col 49}{space 3}0.488{col 57}{space 4}-2.994517{col 70}{space 3} 1.432809
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}  .210694{col 29}{space 2} .5402887{col 40}{space 1}    0.39{col 49}{space 3}0.697{col 57}{space 4} -.852866{col 70}{space 3} 1.274254
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.4100995{col 29}{space 2} .5208193{col 40}{space 1}   -0.79{col 49}{space 3}0.432{col 57}{space 4}-1.435334{col 70}{space 3}  .615135
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-.8324778{col 29}{space 2} .4917926{col 40}{space 1}   -1.69{col 49}{space 3}0.092{col 57}{space 4}-1.800573{col 70}{space 3} .1356175
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.3877273{col 29}{space 2} .4993214{col 40}{space 1}   -0.78{col 49}{space 3}0.438{col 57}{space 4}-1.370643{col 70}{space 3} .5951884
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2} -.083573{col 29}{space 2} .4512419{col 40}{space 1}   -0.19{col 49}{space 3}0.853{col 57}{space 4}-.9718441{col 70}{space 3} .8046981
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.528962{col 29}{space 2} .2739197{col 40}{space 1}    9.23{col 49}{space 3}0.000{col 57}{space 4}  1.98975{col 70}{space 3} 3.068174
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.619505{col 29}{space 2}  .717471{col 40}{space 1}    9.23{col 49}{space 3}0.000{col 57}{space 4} 5.207161{col 70}{space 3} 8.031848
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg pols_responsible log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,437
                                                {txt}F(20, 288)        =  {res}    12.36
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1818
                                                {txt}Root MSE          =    {res} 2.5185

{txt}{ralign 81:(Std. Err. adjusted for {res:289} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6442496{col 29}{space 2} .1029752{col 40}{space 1}    6.26{col 49}{space 3}0.000{col 57}{space 4} .4415703{col 70}{space 3} .8469289
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0248184{col 29}{space 2} .0053186{col 40}{space 1}   -4.67{col 49}{space 3}0.000{col 57}{space 4}-.0352867{col 70}{space 3}-.0143502
{txt}{space 11}male {c |}{col 17}{res}{space 2} .2133409{col 29}{space 2} .1648831{col 40}{space 1}    1.29{col 49}{space 3}0.197{col 57}{space 4}-.1111879{col 70}{space 3} .5378696
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.412403{col 29}{space 2} .7537863{col 40}{space 1}   -1.87{col 49}{space 3}0.062{col 57}{space 4}-2.896032{col 70}{space 3}  .071226
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2342533{col 29}{space 2} .2656005{col 40}{space 1}    0.88{col 49}{space 3}0.379{col 57}{space 4}-.2885108{col 70}{space 3} .7570175
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .1367412{col 29}{space 2} .4208289{col 40}{space 1}    0.32{col 49}{space 3}0.745{col 57}{space 4}-.6915491{col 70}{space 3} .9650314
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.3096859{col 29}{space 2}  .399474{col 40}{space 1}   -0.78{col 49}{space 3}0.439{col 57}{space 4}-1.095945{col 70}{space 3} .4765728
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.5987545{col 29}{space 2} .1560801{col 40}{space 1}   -3.84{col 49}{space 3}0.000{col 57}{space 4}-.9059569{col 70}{space 3} -.291552
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .3792356{col 29}{space 2} .2006866{col 40}{space 1}    1.89{col 49}{space 3}0.060{col 57}{space 4}-.0157629{col 70}{space 3} .7742341
{txt}income_relative {c |}{col 17}{res}{space 2} .1904475{col 29}{space 2} .0450559{col 40}{space 1}    4.23{col 49}{space 3}0.000{col 57}{space 4} .1017669{col 70}{space 3}  .279128
{txt}{space 12}gop {c |}{col 17}{res}{space 2} -.237727{col 29}{space 2} .2265904{col 40}{space 1}   -1.05{col 49}{space 3}0.295{col 57}{space 4}-.6837102{col 70}{space 3} .2082562
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1339388{col 29}{space 2} .2011227{col 40}{space 1}    0.67{col 49}{space 3}0.506{col 57}{space 4}-.2619179{col 70}{space 3} .5297955
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2953532{col 29}{space 2} .4694719{col 40}{space 1}   -0.63{col 49}{space 3}0.530{col 57}{space 4}-1.219384{col 70}{space 3} .6286779
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.2117635{col 29}{space 2} .4714496{col 40}{space 1}   -0.45{col 49}{space 3}0.654{col 57}{space 4}-1.139687{col 70}{space 3} .7161602
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1093945{col 29}{space 2} .5512231{col 40}{space 1}   -0.20{col 49}{space 3}0.843{col 57}{space 4}-1.194331{col 70}{space 3} .9755421
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .1026611{col 29}{space 2} .4717807{col 40}{space 1}    0.22{col 49}{space 3}0.828{col 57}{space 4}-.8259143{col 70}{space 3} 1.031236
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.3631736{col 29}{space 2} .5801625{col 40}{space 1}   -0.63{col 49}{space 3}0.532{col 57}{space 4} -1.50507{col 70}{space 3} .7787227
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2787518{col 29}{space 2} .5011616{col 40}{space 1}   -0.56{col 49}{space 3}0.578{col 57}{space 4}-1.265156{col 70}{space 3} .7076521
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.6313291{col 29}{space 2}  .658198{col 40}{space 1}   -0.96{col 49}{space 3}0.338{col 57}{space 4}-1.926818{col 70}{space 3} .6641594
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .4721956{col 29}{space 2} .5288191{col 40}{space 1}    0.89{col 49}{space 3}0.373{col 57}{space 4}-.5686448{col 70}{space 3} 1.513036
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.095835{col 29}{space 2} .5713917{col 40}{space 1}   10.67{col 49}{space 3}0.000{col 57}{space 4} 4.971202{col 70}{space 3} 7.220468
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg pols_responsible log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,437
                                                {txt}{help j_robustsingular:F(65, 288) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2241
                                                {txt}Root MSE          =    {res} 2.5045

{txt}{ralign 81:(Std. Err. adjusted for {res:289} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6182962{col 29}{space 2} .1102946{col 40}{space 1}    5.61{col 49}{space 3}0.000{col 57}{space 4} .4012106{col 70}{space 3} .8353819
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0273796{col 29}{space 2} .0054898{col 40}{space 1}   -4.99{col 49}{space 3}0.000{col 57}{space 4}-.0381849{col 70}{space 3}-.0165744
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1606569{col 29}{space 2} .1721139{col 40}{space 1}    0.93{col 49}{space 3}0.351{col 57}{space 4}-.1781038{col 70}{space 3} .4994175
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.278981{col 29}{space 2} .7370774{col 40}{space 1}   -1.74{col 49}{space 3}0.084{col 57}{space 4}-2.729722{col 70}{space 3} .1717609
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2042561{col 29}{space 2} .2948135{col 40}{space 1}    0.69{col 49}{space 3}0.489{col 57}{space 4}-.3760063{col 70}{space 3} .7845184
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0287756{col 29}{space 2} .4180444{col 40}{space 1}    0.07{col 49}{space 3}0.945{col 57}{space 4}-.7940341{col 70}{space 3} .8515853
{txt}{space 10}asian {c |}{col 17}{res}{space 2} -.325781{col 29}{space 2} .4430131{col 40}{space 1}   -0.74{col 49}{space 3}0.463{col 57}{space 4}-1.197735{col 70}{space 3} .5461729
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.3718479{col 29}{space 2} .1782151{col 40}{space 1}   -2.09{col 49}{space 3}0.038{col 57}{space 4}-.7226172{col 70}{space 3}-.0210787
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4523194{col 29}{space 2}  .215624{col 40}{space 1}    2.10{col 49}{space 3}0.037{col 57}{space 4} .0279207{col 70}{space 3}  .876718
{txt}income_relative {c |}{col 17}{res}{space 2} .1598607{col 29}{space 2} .0492119{col 40}{space 1}    3.25{col 49}{space 3}0.001{col 57}{space 4} .0630002{col 70}{space 3} .2567213
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3192395{col 29}{space 2} .2216224{col 40}{space 1}   -1.44{col 49}{space 3}0.151{col 57}{space 4}-.7554445{col 70}{space 3} .1169656
{txt}{space 12}dem {c |}{col 17}{res}{space 2}  .103853{col 29}{space 2} .2016682{col 40}{space 1}    0.51{col 49}{space 3}0.607{col 57}{space 4}-.2930776{col 70}{space 3} .5007835
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3290167{col 29}{space 2} .4572891{col 40}{space 1}   -0.72{col 49}{space 3}0.472{col 57}{space 4}-1.229069{col 70}{space 3} .5710358
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3311476{col 29}{space 2}  .465883{col 40}{space 1}   -0.71{col 49}{space 3}0.478{col 57}{space 4}-1.248115{col 70}{space 3} .5858197
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.2558957{col 29}{space 2} .5414415{col 40}{space 1}   -0.47{col 49}{space 3}0.637{col 57}{space 4} -1.32158{col 70}{space 3} .8097885
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0223166{col 29}{space 2} .4591711{col 40}{space 1}    0.05{col 49}{space 3}0.961{col 57}{space 4}-.8814402{col 70}{space 3} .9260733
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.4919498{col 29}{space 2} .5998026{col 40}{space 1}   -0.82{col 49}{space 3}0.413{col 57}{space 4}-1.672502{col 70}{space 3} .6886027
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2} -.415464{col 29}{space 2} .4815281{col 40}{space 1}   -0.86{col 49}{space 3}0.389{col 57}{space 4}-1.363225{col 70}{space 3} .5322965
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.7092354{col 29}{space 2} .6583222{col 40}{space 1}   -1.08{col 49}{space 3}0.282{col 57}{space 4}-2.004968{col 70}{space 3} .5864976
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .3477424{col 29}{space 2} .5214626{col 40}{space 1}    0.67{col 49}{space 3}0.505{col 57}{space 4}-.6786186{col 70}{space 3} 1.374104
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2}  .467744{col 29}{space 2} .4650369{col 40}{space 1}    1.01{col 49}{space 3}0.315{col 57}{space 4}-.4475579{col 70}{space 3} 1.383046
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} .6742751{col 29}{space 2} .9937872{col 40}{space 1}    0.68{col 49}{space 3}0.498{col 57}{space 4}-1.281732{col 70}{space 3} 2.630282
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .4549229{col 29}{space 2} .8273914{col 40}{space 1}    0.55{col 49}{space 3}0.583{col 57}{space 4}-1.173578{col 70}{space 3} 2.083424
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.300026{col 29}{space 2} .3676778{col 40}{space 1}    3.54{col 49}{space 3}0.000{col 57}{space 4} .5763499{col 70}{space 3} 2.023702
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2}-.1196347{col 29}{space 2} .4266273{col 40}{space 1}   -0.28{col 49}{space 3}0.779{col 57}{space 4}-.9593375{col 70}{space 3} .7200682
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2}-.0753198{col 29}{space 2} .4085373{col 40}{space 1}   -0.18{col 49}{space 3}0.854{col 57}{space 4}-.8794173{col 70}{space 3} .7287778
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.5989452{col 29}{space 2} 1.245134{col 40}{space 1}   -0.48{col 49}{space 3}0.631{col 57}{space 4}-3.049662{col 70}{space 3} 1.851772
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.153913{col 29}{space 2} 1.166432{col 40}{space 1}   -1.85{col 49}{space 3}0.066{col 57}{space 4}-4.449725{col 70}{space 3} .1418981
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}-.0563249{col 29}{space 2}  1.00702{col 40}{space 1}   -0.06{col 49}{space 3}0.955{col 57}{space 4}-2.038378{col 70}{space 3} 1.925728
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.127494{col 29}{space 2} .3105226{col 40}{space 1}  -13.29{col 49}{space 3}0.000{col 57}{space 4}-4.738676{col 70}{space 3}-3.516313
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2}-.8903732{col 29}{space 2} .4482276{col 40}{space 1}   -1.99{col 49}{space 3}0.048{col 57}{space 4} -1.77259{col 70}{space 3}-.0081559
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.5425376{col 29}{space 2} .4732712{col 40}{space 1}   -1.15{col 49}{space 3}0.253{col 57}{space 4}-1.474047{col 70}{space 3} .3889713
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.6824411{col 29}{space 2} 1.005411{col 40}{space 1}   -0.68{col 49}{space 3}0.498{col 57}{space 4}-2.661326{col 70}{space 3} 1.296443
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .1777837{col 29}{space 2} .5026735{col 40}{space 1}    0.35{col 49}{space 3}0.724{col 57}{space 4}-.8115959{col 70}{space 3} 1.167163
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2}   .32757{col 29}{space 2} .8123455{col 40}{space 1}    0.40{col 49}{space 3}0.687{col 57}{space 4}-1.271317{col 70}{space 3} 1.926457
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .4619472{col 29}{space 2} .7858154{col 40}{space 1}    0.59{col 49}{space 3}0.557{col 57}{space 4}-1.084722{col 70}{space 3} 2.008617
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2}  3.40186{col 29}{space 2}  .101191{col 40}{space 1}   33.62{col 49}{space 3}0.000{col 57}{space 4} 3.202693{col 70}{space 3} 3.601028
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} .3779071{col 29}{space 2}  .596485{col 40}{space 1}    0.63{col 49}{space 3}0.527{col 57}{space 4}-.7961156{col 70}{space 3}  1.55193
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.481657{col 29}{space 2} .5049532{col 40}{space 1}    8.88{col 49}{space 3}0.000{col 57}{space 4}  3.48779{col 70}{space 3} 5.475524
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2}-.2043725{col 29}{space 2} .5327447{col 40}{space 1}   -0.38{col 49}{space 3}0.702{col 57}{space 4}-1.252939{col 70}{space 3} .8441943
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-1.101647{col 29}{space 2} .6204689{col 40}{space 1}   -1.78{col 49}{space 3}0.077{col 57}{space 4}-2.322876{col 70}{space 3} .1195819
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-1.013604{col 29}{space 2}   .59955{col 40}{space 1}   -1.69{col 49}{space 3}0.092{col 57}{space 4}-2.193659{col 70}{space 3} .1664518
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.6953153{col 29}{space 2} 1.044884{col 40}{space 1}   -0.67{col 49}{space 3}0.506{col 57}{space 4}-2.751893{col 70}{space 3} 1.361262
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 3.177162{col 29}{space 2}  .423818{col 40}{space 1}    7.50{col 49}{space 3}0.000{col 57}{space 4} 2.342988{col 70}{space 3} 4.011335
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.1769603{col 29}{space 2} .6544574{col 40}{space 1}   -0.27{col 49}{space 3}0.787{col 57}{space 4}-1.465086{col 70}{space 3} 1.111166
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} .7716503{col 29}{space 2} .5039275{col 40}{space 1}    1.53{col 49}{space 3}0.127{col 57}{space 4}-.2201975{col 70}{space 3} 1.763498
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 1.930864{col 29}{space 2} .5377123{col 40}{space 1}    3.59{col 49}{space 3}0.000{col 57}{space 4} .8725202{col 70}{space 3} 2.989208
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.6173332{col 29}{space 2} .4634695{col 40}{space 1}   -1.33{col 49}{space 3}0.184{col 57}{space 4} -1.52955{col 70}{space 3} .2948837
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} .2599933{col 29}{space 2}   .48732{col 40}{space 1}    0.53{col 49}{space 3}0.594{col 57}{space 4} -.699167{col 70}{space 3} 1.219154
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2}-.0872431{col 29}{space 2}  .449657{col 40}{space 1}   -0.19{col 49}{space 3}0.846{col 57}{space 4}-.9722738{col 70}{space 3} .7977875
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.088666{col 29}{space 2} .6226162{col 40}{space 1}    3.35{col 49}{space 3}0.001{col 57}{space 4} .8632114{col 70}{space 3} 3.314122
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.8514253{col 29}{space 2} .7053204{col 40}{space 1}   -1.21{col 49}{space 3}0.228{col 57}{space 4}-2.239662{col 70}{space 3} .5368111
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.6907882{col 29}{space 2} 2.505489{col 40}{space 1}   -0.28{col 49}{space 3}0.783{col 57}{space 4}-5.622179{col 70}{space 3} 4.240603
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.3295883{col 29}{space 2} .6757084{col 40}{space 1}   -0.49{col 49}{space 3}0.626{col 57}{space 4}-1.659541{col 70}{space 3} 1.000365
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.3039234{col 29}{space 2} .4744045{col 40}{space 1}   -0.64{col 49}{space 3}0.522{col 57}{space 4}-1.237663{col 70}{space 3} .6298163
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-1.089489{col 29}{space 2} .7529513{col 40}{space 1}   -1.45{col 49}{space 3}0.149{col 57}{space 4}-2.571474{col 70}{space 3} .3924963
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.481829{col 29}{space 2} .9448296{col 40}{space 1}    1.57{col 49}{space 3}0.118{col 57}{space 4}-.3778184{col 70}{space 3} 3.341475
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .6769606{col 29}{space 2} .6267803{col 40}{space 1}    1.08{col 49}{space 3}0.281{col 57}{space 4}-.5566905{col 70}{space 3} 1.910612
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5375979{col 29}{space 2} .2229786{col 40}{space 1}    2.41{col 49}{space 3}0.017{col 57}{space 4} .0987236{col 70}{space 3} .9764722
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .9693499{col 29}{space 2} .6927029{col 40}{space 1}    1.40{col 49}{space 3}0.163{col 57}{space 4}-.3940524{col 70}{space 3} 2.332752
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.342092{col 29}{space 2} .2407317{col 40}{space 1}   -9.73{col 49}{space 3}0.000{col 57}{space 4}-2.815909{col 70}{space 3}-1.868276
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2}-.8223437{col 29}{space 2} .2685772{col 40}{space 1}   -3.06{col 49}{space 3}0.002{col 57}{space 4}-1.350967{col 70}{space 3}-.2937206
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2}-.2509934{col 29}{space 2} .5354403{col 40}{space 1}   -0.47{col 49}{space 3}0.640{col 57}{space 4}-1.304866{col 70}{space 3} .8028789
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .0605121{col 29}{space 2} .3846397{col 40}{space 1}    0.16{col 49}{space 3}0.875{col 57}{space 4}-.6965493{col 70}{space 3} .8175735
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} -.164299{col 29}{space 2} .3851957{col 40}{space 1}   -0.43{col 49}{space 3}0.670{col 57}{space 4}-.9224546{col 70}{space 3} .5938566
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2}-.1485697{col 29}{space 2} .6051789{col 40}{space 1}   -0.25{col 49}{space 3}0.806{col 57}{space 4}-1.339704{col 70}{space 3} 1.042565
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} -.093238{col 29}{space 2} .9174665{col 40}{space 1}   -0.10{col 49}{space 3}0.919{col 57}{space 4}-1.899028{col 70}{space 3} 1.712552
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .4080115{col 29}{space 2} .8282338{col 40}{space 1}    0.49{col 49}{space 3}0.623{col 57}{space 4}-1.222147{col 70}{space 3} 2.038171
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}  -1.6656{col 29}{space 2} .7879693{col 40}{space 1}   -2.11{col 49}{space 3}0.035{col 57}{space 4}-3.216509{col 70}{space 3}-.1146908
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.4876103{col 29}{space 2} .8600618{col 40}{space 1}   -0.57{col 49}{space 3}0.571{col 57}{space 4}-2.180414{col 70}{space 3} 1.205194
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.399594{col 29}{space 2} .4978675{col 40}{space 1}   -2.81{col 49}{space 3}0.005{col 57}{space 4}-2.379514{col 70}{space 3}-.4196737
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-1.067616{col 29}{space 2} 1.035181{col 40}{space 1}   -1.03{col 49}{space 3}0.303{col 57}{space 4}-3.105095{col 70}{space 3} .9698626
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.1503213{col 29}{space 2} .5491999{col 40}{space 1}   -0.27{col 49}{space 3}0.785{col 57}{space 4}-1.231276{col 70}{space 3} .9306333
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.5651211{col 29}{space 2} .5268091{col 40}{space 1}   -1.07{col 49}{space 3}0.284{col 57}{space 4}-1.602005{col 70}{space 3} .4717631
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-1.072888{col 29}{space 2} .4809899{col 40}{space 1}   -2.23{col 49}{space 3}0.026{col 57}{space 4}-2.019589{col 70}{space 3}-.1261867
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.5092359{col 29}{space 2} .4872842{col 40}{space 1}   -1.05{col 49}{space 3}0.297{col 57}{space 4}-1.468326{col 70}{space 3} .4498541
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.4518402{col 29}{space 2} .4326512{col 40}{space 1}   -1.04{col 49}{space 3}0.297{col 57}{space 4}  -1.3034{col 70}{space 3} .3997192
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.307324{col 29}{space 2} .2681021{col 40}{space 1}    8.61{col 49}{space 3}0.000{col 57}{space 4} 1.779636{col 70}{space 3} 2.835012
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.758232{col 29}{space 2} .6524563{col 40}{space 1}   10.36{col 49}{space 3}0.000{col 57}{space 4} 5.474045{col 70}{space 3}  8.04242
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg pols_responsible hub_taa5 nhub_taa5 log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}F(22, 279)        =  {res}    11.07
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1838
                                                {txt}Root MSE          =    {res}  2.524

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa5 {c |}{col 17}{res}{space 2} .0083683{col 29}{space 2} .0053249{col 40}{space 1}    1.57{col 49}{space 3}0.117{col 57}{space 4}-.0021139{col 70}{space 3} .0188505
{txt}{space 6}nhub_taa5 {c |}{col 17}{res}{space 2} .0033914{col 29}{space 2} .0038391{col 40}{space 1}    0.88{col 49}{space 3}0.378{col 57}{space 4}-.0041659{col 70}{space 3} .0109487
{txt}{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6465189{col 29}{space 2}  .104316{col 40}{space 1}    6.20{col 49}{space 3}0.000{col 57}{space 4} .4411726{col 70}{space 3} .8518652
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0243778{col 29}{space 2} .0053743{col 40}{space 1}   -4.54{col 49}{space 3}0.000{col 57}{space 4}-.0349571{col 70}{space 3}-.0137986
{txt}{space 11}male {c |}{col 17}{res}{space 2} .2177338{col 29}{space 2} .1669337{col 40}{space 1}    1.30{col 49}{space 3}0.193{col 57}{space 4}-.1108758{col 70}{space 3} .5463434
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.300699{col 29}{space 2} .7955505{col 40}{space 1}   -1.63{col 49}{space 3}0.103{col 57}{space 4}-2.866743{col 70}{space 3} .2653443
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2591702{col 29}{space 2}  .264726{col 40}{space 1}    0.98{col 49}{space 3}0.328{col 57}{space 4}-.2619438{col 70}{space 3} .7802841
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .1800859{col 29}{space 2} .4304243{col 40}{space 1}    0.42{col 49}{space 3}0.676{col 57}{space 4}-.6672057{col 70}{space 3} 1.027377
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.2203807{col 29}{space 2} .4122919{col 40}{space 1}   -0.53{col 49}{space 3}0.593{col 57}{space 4}-1.031979{col 70}{space 3} .5912171
{txt}{space 8}college {c |}{col 17}{res}{space 2} -.591983{col 29}{space 2} .1568824{col 40}{space 1}   -3.77{col 49}{space 3}0.000{col 57}{space 4}-.9008066{col 70}{space 3}-.2831594
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4158854{col 29}{space 2} .2052278{col 40}{space 1}    2.03{col 49}{space 3}0.044{col 57}{space 4} .0118939{col 70}{space 3} .8198769
{txt}income_relative {c |}{col 17}{res}{space 2} .1954417{col 29}{space 2} .0453747{col 40}{space 1}    4.31{col 49}{space 3}0.000{col 57}{space 4} .1061214{col 70}{space 3}  .284762
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.2563794{col 29}{space 2} .2295147{col 40}{space 1}   -1.12{col 49}{space 3}0.265{col 57}{space 4}-.7081799{col 70}{space 3}  .195421
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1224706{col 29}{space 2} .2014818{col 40}{space 1}    0.61{col 49}{space 3}0.544{col 57}{space 4} -.274147{col 70}{space 3} .5190881
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2751871{col 29}{space 2} .4668386{col 40}{space 1}   -0.59{col 49}{space 3}0.556{col 57}{space 4} -1.19416{col 70}{space 3} .6437861
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.2619222{col 29}{space 2} .4629348{col 40}{space 1}   -0.57{col 49}{space 3}0.572{col 57}{space 4}-1.173211{col 70}{space 3} .6493664
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1893045{col 29}{space 2} .5515289{col 40}{space 1}   -0.34{col 49}{space 3}0.732{col 57}{space 4}-1.274991{col 70}{space 3} .8963818
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0933254{col 29}{space 2} .4621629{col 40}{space 1}    0.20{col 49}{space 3}0.840{col 57}{space 4}-.8164437{col 70}{space 3} 1.003095
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.4197694{col 29}{space 2} .5797391{col 40}{space 1}   -0.72{col 49}{space 3}0.470{col 57}{space 4}-1.560988{col 70}{space 3} .7214488
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2636067{col 29}{space 2} .4938894{col 40}{space 1}   -0.53{col 49}{space 3}0.594{col 57}{space 4} -1.23583{col 70}{space 3} .7086162
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.5786807{col 29}{space 2} .6606495{col 40}{space 1}   -0.88{col 49}{space 3}0.382{col 57}{space 4}-1.879171{col 70}{space 3}   .72181
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2}   .50042{col 29}{space 2}  .524202{col 40}{space 1}    0.95{col 49}{space 3}0.341{col 57}{space 4}-.5314731{col 70}{space 3} 1.532313
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 5.938049{col 29}{space 2} .5886476{col 40}{space 1}   10.09{col 49}{space 3}0.000{col 57}{space 4} 4.779295{col 70}{space 3} 7.096804
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg pols_responsible hub_taa5 nhub_taa5 log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}{help j_robustsingular:F(67, 279) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2256
                                                {txt}Root MSE          =    {res}  2.511

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa5 {c |}{col 17}{res}{space 2} .0102649{col 29}{space 2} .0070802{col 40}{space 1}    1.45{col 49}{space 3}0.148{col 57}{space 4}-.0036726{col 70}{space 3} .0242024
{txt}{space 6}nhub_taa5 {c |}{col 17}{res}{space 2} .0036042{col 29}{space 2} .0041368{col 40}{space 1}    0.87{col 49}{space 3}0.384{col 57}{space 4} -.004539{col 70}{space 3} .0117474
{txt}{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6231397{col 29}{space 2} .1119347{col 40}{space 1}    5.57{col 49}{space 3}0.000{col 57}{space 4} .4027959{col 70}{space 3} .8434835
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0271433{col 29}{space 2} .0055609{col 40}{space 1}   -4.88{col 49}{space 3}0.000{col 57}{space 4}-.0380899{col 70}{space 3}-.0161967
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1695483{col 29}{space 2} .1750996{col 40}{space 1}    0.97{col 49}{space 3}0.334{col 57}{space 4}-.1751359{col 70}{space 3} .5142325
{txt}{space 4}race_others {c |}{col 17}{res}{space 2} -1.17743{col 29}{space 2} .7765417{col 40}{space 1}   -1.52{col 49}{space 3}0.131{col 57}{space 4}-2.706055{col 70}{space 3} .3511948
{txt}{space 10}black {c |}{col 17}{res}{space 2}  .224811{col 29}{space 2} .2942819{col 40}{space 1}    0.76{col 49}{space 3}0.446{col 57}{space 4}-.3544838{col 70}{space 3} .8041059
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0714626{col 29}{space 2} .4297333{col 40}{space 1}    0.17{col 49}{space 3}0.868{col 57}{space 4}-.7744687{col 70}{space 3} .9173939
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.2519871{col 29}{space 2} .4554157{col 40}{space 1}   -0.55{col 49}{space 3}0.580{col 57}{space 4}-1.148474{col 70}{space 3} .6445002
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.3646289{col 29}{space 2} .1790747{col 40}{space 1}   -2.04{col 49}{space 3}0.043{col 57}{space 4} -.717138{col 70}{space 3}-.0121199
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4843554{col 29}{space 2}  .220693{col 40}{space 1}    2.19{col 49}{space 3}0.029{col 57}{space 4} .0499206{col 70}{space 3} .9187903
{txt}income_relative {c |}{col 17}{res}{space 2} .1618917{col 29}{space 2} .0494732{col 40}{space 1}    3.27{col 49}{space 3}0.001{col 57}{space 4} .0645036{col 70}{space 3} .2592797
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3378203{col 29}{space 2} .2248986{col 40}{space 1}   -1.50{col 49}{space 3}0.134{col 57}{space 4}-.7805339{col 70}{space 3} .1048933
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .0958624{col 29}{space 2} .2022318{col 40}{space 1}    0.47{col 49}{space 3}0.636{col 57}{space 4}-.3022315{col 70}{space 3} .4939564
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3127764{col 29}{space 2} .4552528{col 40}{space 1}   -0.69{col 49}{space 3}0.493{col 57}{space 4}-1.208943{col 70}{space 3} .5833903
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3894379{col 29}{space 2} .4554911{col 40}{space 1}   -0.85{col 49}{space 3}0.393{col 57}{space 4}-1.286074{col 70}{space 3} .5071978
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.3174856{col 29}{space 2} .5461054{col 40}{space 1}   -0.58{col 49}{space 3}0.561{col 57}{space 4}-1.392496{col 70}{space 3} .7575247
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0103279{col 29}{space 2} .4496886{col 40}{space 1}    0.02{col 49}{space 3}0.982{col 57}{space 4}-.8748855{col 70}{space 3} .8955412
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.5487015{col 29}{space 2}  .594445{col 40}{space 1}   -0.92{col 49}{space 3}0.357{col 57}{space 4}-1.718868{col 70}{space 3} .6214653
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.4104709{col 29}{space 2} .4727989{col 40}{space 1}   -0.87{col 49}{space 3}0.386{col 57}{space 4}-1.341177{col 70}{space 3} .5202351
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.6585711{col 29}{space 2} .6577734{col 40}{space 1}   -1.00{col 49}{space 3}0.318{col 57}{space 4}  -1.9534{col 70}{space 3}  .636258
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .3675203{col 29}{space 2} .5146448{col 40}{space 1}    0.71{col 49}{space 3}0.476{col 57}{space 4}-.6455597{col 70}{space 3}   1.3806
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} .4882256{col 29}{space 2} .4715961{col 40}{space 1}    1.04{col 49}{space 3}0.301{col 57}{space 4}-.4401129{col 70}{space 3} 1.416564
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} .7267251{col 29}{space 2} 1.016837{col 40}{space 1}    0.71{col 49}{space 3}0.475{col 57}{space 4}-1.274921{col 70}{space 3} 2.728372
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .4433072{col 29}{space 2} .8437754{col 40}{space 1}    0.53{col 49}{space 3}0.600{col 57}{space 4}-1.217667{col 70}{space 3} 2.104282
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.333764{col 29}{space 2} .3683327{col 40}{space 1}    3.62{col 49}{space 3}0.000{col 57}{space 4} .6087004{col 70}{space 3} 2.058828
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2}-.1218497{col 29}{space 2} .4313283{col 40}{space 1}   -0.28{col 49}{space 3}0.778{col 57}{space 4}-.9709208{col 70}{space 3} .7272214
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2}-.0652006{col 29}{space 2} .4128423{col 40}{space 1}   -0.16{col 49}{space 3}0.875{col 57}{space 4} -.877882{col 70}{space 3} .7474809
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.5714063{col 29}{space 2} 1.246268{col 40}{space 1}   -0.46{col 49}{space 3}0.647{col 57}{space 4}-3.024688{col 70}{space 3} 1.881876
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.195239{col 29}{space 2} 1.119244{col 40}{space 1}   -1.96{col 49}{space 3}0.051{col 57}{space 4}-4.398475{col 70}{space 3}  .007997
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}-.0252103{col 29}{space 2} 1.018048{col 40}{space 1}   -0.02{col 49}{space 3}0.980{col 57}{space 4}-2.029241{col 70}{space 3} 1.978821
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.175039{col 29}{space 2} .3180779{col 40}{space 1}  -13.13{col 49}{space 3}0.000{col 57}{space 4}-4.801176{col 70}{space 3}-3.548901
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2} -1.16225{col 29}{space 2} .5136672{col 40}{space 1}   -2.26{col 49}{space 3}0.024{col 57}{space 4}-2.173405{col 70}{space 3}-.1510941
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.5335846{col 29}{space 2} .4754955{col 40}{space 1}   -1.12{col 49}{space 3}0.263{col 57}{space 4}-1.469599{col 70}{space 3} .4024297
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.7050479{col 29}{space 2} .9616668{col 40}{space 1}   -0.73{col 49}{space 3}0.464{col 57}{space 4}-2.598092{col 70}{space 3} 1.187996
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .1868735{col 29}{space 2} .5078793{col 40}{space 1}    0.37{col 49}{space 3}0.713{col 57}{space 4}-.8128884{col 70}{space 3} 1.186635
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} .3391976{col 29}{space 2} .8169201{col 40}{space 1}    0.42{col 49}{space 3}0.678{col 57}{space 4}-1.268912{col 70}{space 3} 1.947307
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .4845506{col 29}{space 2} .7750481{col 40}{space 1}    0.63{col 49}{space 3}0.532{col 57}{space 4}-1.041134{col 70}{space 3} 2.010235
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2}  3.47435{col 29}{space 2}  .108401{col 40}{space 1}   32.05{col 49}{space 3}0.000{col 57}{space 4} 3.260963{col 70}{space 3} 3.687738
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} .3614879{col 29}{space 2} .5798366{col 40}{space 1}    0.62{col 49}{space 3}0.534{col 57}{space 4}-.7799223{col 70}{space 3} 1.502898
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.578707{col 29}{space 2} .5251997{col 40}{space 1}    8.72{col 49}{space 3}0.000{col 57}{space 4}  3.54485{col 70}{space 3} 5.612565
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2} -.159006{col 29}{space 2} .5333702{col 40}{space 1}   -0.30{col 49}{space 3}0.766{col 57}{space 4}-1.208947{col 70}{space 3} .8909349
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2} -1.05835{col 29}{space 2} .6309748{col 40}{space 1}   -1.68{col 49}{space 3}0.095{col 57}{space 4}-2.300426{col 70}{space 3} .1837263
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-1.003268{col 29}{space 2} .5984968{col 40}{space 1}   -1.68{col 49}{space 3}0.095{col 57}{space 4}-2.181411{col 70}{space 3}  .174875
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-1.085685{col 29}{space 2} .9463358{col 40}{space 1}   -1.15{col 49}{space 3}0.252{col 57}{space 4} -2.94855{col 70}{space 3} .7771797
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2}  3.20891{col 29}{space 2} .4281129{col 40}{space 1}    7.50{col 49}{space 3}0.000{col 57}{space 4} 2.366168{col 70}{space 3} 4.051651
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.1564946{col 29}{space 2} .6534165{col 40}{space 1}   -0.24{col 49}{space 3}0.811{col 57}{space 4}-1.442747{col 70}{space 3} 1.129758
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} .7989284{col 29}{space 2} .5128661{col 40}{space 1}    1.56{col 49}{space 3}0.120{col 57}{space 4}-.2106502{col 70}{space 3} 1.808507
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 1.971182{col 29}{space 2} .5628672{col 40}{space 1}    3.50{col 49}{space 3}0.001{col 57}{space 4} .8631763{col 70}{space 3} 3.079188
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.5647825{col 29}{space 2} .4843664{col 40}{space 1}   -1.17{col 49}{space 3}0.245{col 57}{space 4}-1.518259{col 70}{space 3} .3886944
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} .2950043{col 29}{space 2} .4951714{col 40}{space 1}    0.60{col 49}{space 3}0.552{col 57}{space 4}-.6797422{col 70}{space 3} 1.269751
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2} -.122362{col 29}{space 2} .4626237{col 40}{space 1}   -0.26{col 49}{space 3}0.792{col 57}{space 4}-1.033038{col 70}{space 3} .7883141
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.063004{col 29}{space 2} .6207079{col 40}{space 1}    3.32{col 49}{space 3}0.001{col 57}{space 4} .8411385{col 70}{space 3} 3.284869
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.8280134{col 29}{space 2} .6964734{col 40}{space 1}   -1.19{col 49}{space 3}0.236{col 57}{space 4}-2.199023{col 70}{space 3} .5429966
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2} -.755047{col 29}{space 2} 2.514885{col 40}{space 1}   -0.30{col 49}{space 3}0.764{col 57}{space 4}-5.705607{col 70}{space 3} 4.195513
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.4114262{col 29}{space 2} .6662369{col 40}{space 1}   -0.62{col 49}{space 3}0.537{col 57}{space 4}-1.722916{col 70}{space 3} .9000632
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.4382248{col 29}{space 2} .5044749{col 40}{space 1}   -0.87{col 49}{space 3}0.386{col 57}{space 4}-1.431285{col 70}{space 3} .5548357
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-1.090254{col 29}{space 2} .7669864{col 40}{space 1}   -1.42{col 49}{space 3}0.156{col 57}{space 4}-2.600069{col 70}{space 3} .4195615
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.485296{col 29}{space 2} .9314507{col 40}{space 1}    1.59{col 49}{space 3}0.112{col 57}{space 4} -.348268{col 70}{space 3} 3.318859
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .6595758{col 29}{space 2} .6254652{col 40}{space 1}    1.05{col 49}{space 3}0.293{col 57}{space 4}-.5716545{col 70}{space 3} 1.890806
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5145256{col 29}{space 2}  .231408{col 40}{space 1}    2.22{col 49}{space 3}0.027{col 57}{space 4} .0589982{col 70}{space 3}  .970053
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .7943819{col 29}{space 2} .7018411{col 40}{space 1}    1.13{col 49}{space 3}0.259{col 57}{space 4}-.5871945{col 70}{space 3} 2.175958
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.340904{col 29}{space 2} .2446524{col 40}{space 1}   -9.57{col 49}{space 3}0.000{col 57}{space 4}-2.822503{col 70}{space 3}-1.859305
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2}-.9308059{col 29}{space 2} .2806452{col 40}{space 1}   -3.32{col 49}{space 3}0.001{col 57}{space 4}-1.483257{col 70}{space 3}-.3783549
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2}-.2506154{col 29}{space 2} .5375667{col 40}{space 1}   -0.47{col 49}{space 3}0.641{col 57}{space 4}-1.308817{col 70}{space 3} .8075864
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .0493654{col 29}{space 2} .3870288{col 40}{space 1}    0.13{col 49}{space 3}0.899{col 57}{space 4} -.712502{col 70}{space 3} .8112327
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2}-.1730098{col 29}{space 2} .3910079{col 40}{space 1}   -0.44{col 49}{space 3}0.658{col 57}{space 4}-.9427101{col 70}{space 3} .5966904
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2} -.129752{col 29}{space 2} .6102182{col 40}{space 1}   -0.21{col 49}{space 3}0.832{col 57}{space 4}-1.330968{col 70}{space 3} 1.071464
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2}-.1705704{col 29}{space 2} .9191362{col 40}{space 1}   -0.19{col 49}{space 3}0.853{col 57}{space 4}-1.979893{col 70}{space 3} 1.638752
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .4279968{col 29}{space 2} .8256645{col 40}{space 1}    0.52{col 49}{space 3}0.605{col 57}{space 4}-1.197326{col 70}{space 3}  2.05332
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}-1.644389{col 29}{space 2}  .788318{col 40}{space 1}   -2.09{col 49}{space 3}0.038{col 57}{space 4}-3.196195{col 70}{space 3} -.092582
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.4862202{col 29}{space 2} .8581972{col 40}{space 1}   -0.57{col 49}{space 3}0.571{col 57}{space 4}-2.175584{col 70}{space 3} 1.203144
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.392904{col 29}{space 2} .5049256{col 40}{space 1}   -2.76{col 49}{space 3}0.006{col 57}{space 4}-2.386851{col 70}{space 3} -.398956
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-1.117554{col 29}{space 2} 1.032909{col 40}{space 1}   -1.08{col 49}{space 3}0.280{col 57}{space 4}-3.150839{col 70}{space 3} .9157308
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.1462967{col 29}{space 2} .5482155{col 40}{space 1}   -0.27{col 49}{space 3}0.790{col 57}{space 4}-1.225461{col 70}{space 3} .9328671
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.5523971{col 29}{space 2} .5248412{col 40}{space 1}   -1.05{col 49}{space 3}0.293{col 57}{space 4}-1.585549{col 70}{space 3} .4807544
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2} -1.06926{col 29}{space 2} .4842393{col 40}{space 1}   -2.21{col 49}{space 3}0.028{col 57}{space 4}-2.022487{col 70}{space 3}-.1160333
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.4985581{col 29}{space 2} .4981776{col 40}{space 1}   -1.00{col 49}{space 3}0.318{col 57}{space 4}-1.479222{col 70}{space 3} .4821061
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.4236895{col 29}{space 2} .4443936{col 40}{space 1}   -0.95{col 49}{space 3}0.341{col 57}{space 4} -1.29848{col 70}{space 3} .4511008
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.357213{col 29}{space 2} .2707849{col 40}{space 1}    8.71{col 49}{space 3}0.000{col 57}{space 4} 1.824172{col 70}{space 3} 2.890253
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.620813{col 29}{space 2} .6857412{col 40}{space 1}    9.65{col 49}{space 3}0.000{col 57}{space 4} 5.270929{col 70}{space 3} 7.970696
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA13.tex", label keep(hub_taa5 nhub_taa5 log_hs_peers union_member age male race_others black hispanic asian college gop dem) order(hub_taa5 nhub_taa5 log_hs_peers union_member age male race_others black hispanic asian college income_relative gop dem) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*" "Industry Classification FE= *cluster*")
{res}{txt}(note: file TableA13.tex not found)
(output written to {browse  `"TableA13.tex"'})

{com}. 
. * Table A14: Trade Shocks to Industrial Hubs, Peer Networks and Political Responsibility: 85th percentile
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg pols_responsible hub_taa15 nhub_taa15 age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}F(21, 279)        =  {res}     7.17
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1512
                                                {txt}Root MSE          =    {res}  2.573

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa15 {c |}{col 17}{res}{space 2} .0118322{col 29}{space 2} .0055387{col 40}{space 1}    2.14{col 49}{space 3}0.034{col 57}{space 4} .0009293{col 70}{space 3} .0227351
{txt}{space 5}nhub_taa15 {c |}{col 17}{res}{space 2} .0023988{col 29}{space 2} .0038676{col 40}{space 1}    0.62{col 49}{space 3}0.536{col 57}{space 4}-.0052147{col 70}{space 3} .0100123
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0295894{col 29}{space 2} .0052406{col 40}{space 1}   -5.65{col 49}{space 3}0.000{col 57}{space 4}-.0399056{col 70}{space 3}-.0192733
{txt}{space 11}male {c |}{col 17}{res}{space 2}  .130208{col 29}{space 2}  .187349{col 40}{space 1}    0.70{col 49}{space 3}0.488{col 57}{space 4}-.2385892{col 70}{space 3} .4990051
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.284971{col 29}{space 2} .7811424{col 40}{space 1}   -1.64{col 49}{space 3}0.101{col 57}{space 4}-2.822653{col 70}{space 3} .2527097
{txt}{space 10}black {c |}{col 17}{res}{space 2} .1413423{col 29}{space 2}  .296444{col 40}{space 1}    0.48{col 49}{space 3}0.634{col 57}{space 4}-.4422087{col 70}{space 3} .7248933
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0027327{col 29}{space 2} .4389051{col 40}{space 1}    0.01{col 49}{space 3}0.995{col 57}{space 4}-.8612534{col 70}{space 3} .8667187
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.5703396{col 29}{space 2} .4962963{col 40}{space 1}   -1.15{col 49}{space 3}0.251{col 57}{space 4}  -1.5473{col 70}{space 3} .4066212
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.6173785{col 29}{space 2} .1626998{col 40}{space 1}   -3.79{col 49}{space 3}0.000{col 57}{space 4}-.9376536{col 70}{space 3}-.2971035
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4591854{col 29}{space 2} .2064499{col 40}{space 1}    2.22{col 49}{space 3}0.027{col 57}{space 4} .0527881{col 70}{space 3} .8655827
{txt}income_relative {c |}{col 17}{res}{space 2} .2609105{col 29}{space 2} .0621861{col 40}{space 1}    4.20{col 49}{space 3}0.000{col 57}{space 4} .1384969{col 70}{space 3} .3833241
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.1884177{col 29}{space 2} .2402169{col 40}{space 1}   -0.78{col 49}{space 3}0.433{col 57}{space 4}-.6612855{col 70}{space 3} .2844502
{txt}{space 12}dem {c |}{col 17}{res}{space 2}  .146846{col 29}{space 2} .2103294{col 40}{space 1}    0.70{col 49}{space 3}0.486{col 57}{space 4}-.2671881{col 70}{space 3} .5608801
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2868138{col 29}{space 2} .5171672{col 40}{space 1}   -0.55{col 49}{space 3}0.580{col 57}{space 4}-1.304859{col 70}{space 3} .7312315
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.1954516{col 29}{space 2} .5056616{col 40}{space 1}   -0.39{col 49}{space 3}0.699{col 57}{space 4}-1.190848{col 70}{space 3} .7999448
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1944083{col 29}{space 2} .5877047{col 40}{space 1}   -0.33{col 49}{space 3}0.741{col 57}{space 4}-1.351307{col 70}{space 3} .9624902
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0844301{col 29}{space 2} .5102763{col 40}{space 1}    0.17{col 49}{space 3}0.869{col 57}{space 4}-.9200503{col 70}{space 3} 1.088911
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.3292951{col 29}{space 2} .6445688{col 40}{space 1}   -0.51{col 49}{space 3}0.610{col 57}{space 4}-1.598131{col 70}{space 3} .9395407
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2184911{col 29}{space 2} .5324635{col 40}{space 1}   -0.41{col 49}{space 3}0.682{col 57}{space 4}-1.266647{col 70}{space 3}  .829665
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2} -.559368{col 29}{space 2} .6801675{col 40}{space 1}   -0.82{col 49}{space 3}0.412{col 57}{space 4} -1.89828{col 70}{space 3} .7795438
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .9701756{col 29}{space 2} .7188634{col 40}{space 1}    1.35{col 49}{space 3}0.178{col 57}{space 4}-.4449092{col 70}{space 3}  2.38526
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.103368{col 29}{space 2} .6509864{col 40}{space 1}    9.38{col 49}{space 3}0.000{col 57}{space 4}   4.8219{col 70}{space 3} 7.384837
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg pols_responsible hub_taa15 nhub_taa15 age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}{help j_robustsingular:F(67, 279) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2011
                                                {txt}Root MSE          =    {res} 2.5494

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa15 {c |}{col 17}{res}{space 2} .0126973{col 29}{space 2} .0074662{col 40}{space 1}    1.70{col 49}{space 3}0.090{col 57}{space 4}    -.002{col 70}{space 3} .0273946
{txt}{space 5}nhub_taa15 {c |}{col 17}{res}{space 2} .0021172{col 29}{space 2} .0042275{col 40}{space 1}    0.50{col 49}{space 3}0.617{col 57}{space 4}-.0062046{col 70}{space 3} .0104391
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0310608{col 29}{space 2} .0054956{col 40}{space 1}   -5.65{col 49}{space 3}0.000{col 57}{space 4}-.0418788{col 70}{space 3}-.0202428
{txt}{space 11}male {c |}{col 17}{res}{space 2} .0782915{col 29}{space 2} .1886147{col 40}{space 1}    0.42{col 49}{space 3}0.678{col 57}{space 4}-.2929972{col 70}{space 3} .4495802
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.163945{col 29}{space 2} .7634244{col 40}{space 1}   -1.52{col 49}{space 3}0.128{col 57}{space 4}-2.666748{col 70}{space 3} .3388581
{txt}{space 10}black {c |}{col 17}{res}{space 2}  .109021{col 29}{space 2} .3105722{col 40}{space 1}    0.35{col 49}{space 3}0.726{col 57}{space 4}-.5023412{col 70}{space 3} .7203833
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2}-.0037162{col 29}{space 2} .4219749{col 40}{space 1}   -0.01{col 49}{space 3}0.993{col 57}{space 4}-.8343752{col 70}{space 3} .8269427
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.4704043{col 29}{space 2} .4837634{col 40}{space 1}   -0.97{col 49}{space 3}0.332{col 57}{space 4}-1.422694{col 70}{space 3} .4818854
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.3234062{col 29}{space 2} .1816785{col 40}{space 1}   -1.78{col 49}{space 3}0.076{col 57}{space 4}-.6810409{col 70}{space 3} .0342284
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .5097229{col 29}{space 2} .2239224{col 40}{space 1}    2.28{col 49}{space 3}0.024{col 57}{space 4} .0689309{col 70}{space 3} .9505149
{txt}income_relative {c |}{col 17}{res}{space 2} .2059812{col 29}{space 2} .0560247{col 40}{space 1}    3.68{col 49}{space 3}0.000{col 57}{space 4} .0956964{col 70}{space 3}  .316266
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3094252{col 29}{space 2} .2339258{col 40}{space 1}   -1.32{col 49}{space 3}0.187{col 57}{space 4}-.7699088{col 70}{space 3} .1510585
{txt}{space 12}dem {c |}{col 17}{res}{space 2}  .096975{col 29}{space 2} .2100397{col 40}{space 1}    0.46{col 49}{space 3}0.645{col 57}{space 4}-.3164888{col 70}{space 3} .5104388
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3153352{col 29}{space 2} .4966219{col 40}{space 1}   -0.63{col 49}{space 3}0.526{col 57}{space 4}-1.292937{col 70}{space 3} .6622665
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3475939{col 29}{space 2} .4897114{col 40}{space 1}   -0.71{col 49}{space 3}0.478{col 57}{space 4}-1.311592{col 70}{space 3} .6164045
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.3339768{col 29}{space 2} .5712834{col 40}{space 1}   -0.58{col 49}{space 3}0.559{col 57}{space 4} -1.45855{col 70}{space 3} .7905964
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0075105{col 29}{space 2} .4900582{col 40}{space 1}    0.02{col 49}{space 3}0.988{col 57}{space 4}-.9571706{col 70}{space 3} .9721915
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.4993185{col 29}{space 2} .6581316{col 40}{space 1}   -0.76{col 49}{space 3}0.449{col 57}{space 4}-1.794853{col 70}{space 3} .7962156
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.3585676{col 29}{space 2} .5036059{col 40}{space 1}   -0.71{col 49}{space 3}0.477{col 57}{space 4}-1.349917{col 70}{space 3} .6327821
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2} -.645129{col 29}{space 2} .6728957{col 40}{space 1}   -0.96{col 49}{space 3}0.339{col 57}{space 4}-1.969726{col 70}{space 3} .6794682
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .5761108{col 29}{space 2} .6143849{col 40}{space 1}    0.94{col 49}{space 3}0.349{col 57}{space 4}-.6333078{col 70}{space 3}  1.78553
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} 1.516757{col 29}{space 2}  .501998{col 40}{space 1}    3.02{col 49}{space 3}0.003{col 57}{space 4} .5285726{col 70}{space 3} 2.504942
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} 1.073711{col 29}{space 2} .9484402{col 40}{space 1}    1.13{col 49}{space 3}0.259{col 57}{space 4}-.7932967{col 70}{space 3} 2.940718
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .6523799{col 29}{space 2}  .763783{col 40}{space 1}    0.85{col 49}{space 3}0.394{col 57}{space 4}-.8511294{col 70}{space 3} 2.155889
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.344899{col 29}{space 2} .3712812{col 40}{space 1}    3.62{col 49}{space 3}0.000{col 57}{space 4} .6140313{col 70}{space 3} 2.075768
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2} .1059538{col 29}{space 2} .4407208{col 40}{space 1}    0.24{col 49}{space 3}0.810{col 57}{space 4}-.7616065{col 70}{space 3} .9735141
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2} .9527644{col 29}{space 2}  .440729{col 40}{space 1}    2.16{col 49}{space 3}0.031{col 57}{space 4}  .085188{col 70}{space 3} 1.820341
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.3731507{col 29}{space 2}  1.26516{col 40}{space 1}   -0.29{col 49}{space 3}0.768{col 57}{space 4}-2.863622{col 70}{space 3} 2.117321
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.062847{col 29}{space 2} 1.430506{col 40}{space 1}   -1.44{col 49}{space 3}0.150{col 57}{space 4}-4.878803{col 70}{space 3} .7531096
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2} .1016975{col 29}{space 2} 1.014171{col 40}{space 1}    0.10{col 49}{space 3}0.920{col 57}{space 4}-1.894702{col 70}{space 3} 2.098097
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.222938{col 29}{space 2} .3349254{col 40}{space 1}  -12.61{col 49}{space 3}0.000{col 57}{space 4} -4.88224{col 70}{space 3}-3.563636
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2} .1824137{col 29}{space 2} .5610002{col 40}{space 1}    0.33{col 49}{space 3}0.745{col 57}{space 4} -.921917{col 70}{space 3} 1.286744
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.3587616{col 29}{space 2} .4819821{col 40}{space 1}   -0.74{col 49}{space 3}0.457{col 57}{space 4}-1.307545{col 70}{space 3} .5900217
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.5902252{col 29}{space 2} .9665073{col 40}{space 1}   -0.61{col 49}{space 3}0.542{col 57}{space 4}-2.492798{col 70}{space 3} 1.312347
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .3153646{col 29}{space 2} .4941357{col 40}{space 1}    0.64{col 49}{space 3}0.524{col 57}{space 4}-.6573432{col 70}{space 3} 1.288072
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} 1.545339{col 29}{space 2} .8311831{col 40}{space 1}    1.86{col 49}{space 3}0.064{col 57}{space 4}-.0908475{col 70}{space 3} 3.181526
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2}  .823347{col 29}{space 2} .7598949{col 40}{space 1}    1.08{col 49}{space 3}0.280{col 57}{space 4}-.6725085{col 70}{space 3} 2.319202
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2} 3.569591{col 29}{space 2} .1176777{col 40}{space 1}   30.33{col 49}{space 3}0.000{col 57}{space 4} 3.337942{col 70}{space 3}  3.80124
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} 1.511455{col 29}{space 2} .5872603{col 40}{space 1}    2.57{col 49}{space 3}0.011{col 57}{space 4} .3554311{col 70}{space 3} 2.667479
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.765165{col 29}{space 2} .5140393{col 40}{space 1}    9.27{col 49}{space 3}0.000{col 57}{space 4} 3.753277{col 70}{space 3} 5.777053
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2} .2146206{col 29}{space 2} .5833657{col 40}{space 1}    0.37{col 49}{space 3}0.713{col 57}{space 4}-.9337367{col 70}{space 3} 1.362978
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-.8559551{col 29}{space 2}   .63885{col 40}{space 1}   -1.34{col 49}{space 3}0.181{col 57}{space 4}-2.113533{col 70}{space 3} .4016232
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2} -.785882{col 29}{space 2} .5769778{col 40}{space 1}   -1.36{col 49}{space 3}0.174{col 57}{space 4}-1.921665{col 70}{space 3} .3499006
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.2034652{col 29}{space 2} 1.500973{col 40}{space 1}   -0.14{col 49}{space 3}0.892{col 57}{space 4}-3.158135{col 70}{space 3} 2.751205
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 2.869235{col 29}{space 2} .4253195{col 40}{space 1}    6.75{col 49}{space 3}0.000{col 57}{space 4} 2.031992{col 70}{space 3} 3.706478
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.0756877{col 29}{space 2} .6638778{col 40}{space 1}   -0.11{col 49}{space 3}0.909{col 57}{space 4}-1.382533{col 70}{space 3} 1.231158
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} 1.954103{col 29}{space 2} .5812065{col 40}{space 1}    3.36{col 49}{space 3}0.001{col 57}{space 4} .8099961{col 70}{space 3}  3.09821
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 2.060381{col 29}{space 2} .5753968{col 40}{space 1}    3.58{col 49}{space 3}0.000{col 57}{space 4} .9277103{col 70}{space 3} 3.193051
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.7366158{col 29}{space 2}  .499363{col 40}{space 1}   -1.48{col 49}{space 3}0.141{col 57}{space 4}-1.719614{col 70}{space 3} .2463819
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} 1.479766{col 29}{space 2} .5631955{col 40}{space 1}    2.63{col 49}{space 3}0.009{col 57}{space 4} .3711141{col 70}{space 3} 2.588418
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2} .7031093{col 29}{space 2} .5742062{col 40}{space 1}    1.22{col 49}{space 3}0.222{col 57}{space 4}-.4272174{col 70}{space 3} 1.833436
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.397154{col 29}{space 2} .6373026{col 40}{space 1}    3.76{col 49}{space 3}0.000{col 57}{space 4} 1.142622{col 70}{space 3} 3.651686
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.5579386{col 29}{space 2} .6628399{col 40}{space 1}   -0.84{col 49}{space 3}0.401{col 57}{space 4}-1.862741{col 70}{space 3} .7468638
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.7385616{col 29}{space 2} 2.511633{col 40}{space 1}   -0.29{col 49}{space 3}0.769{col 57}{space 4} -5.68272{col 70}{space 3} 4.205597
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.1067821{col 29}{space 2} .6460666{col 40}{space 1}   -0.17{col 49}{space 3}0.869{col 57}{space 4}-1.378566{col 70}{space 3} 1.165002
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.1967483{col 29}{space 2} .4798757{col 40}{space 1}   -0.41{col 49}{space 3}0.682{col 57}{space 4}-1.141385{col 70}{space 3} .7478885
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-.5063697{col 29}{space 2} .8646147{col 40}{space 1}   -0.59{col 49}{space 3}0.559{col 57}{space 4}-2.208367{col 70}{space 3} 1.195627
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.800136{col 29}{space 2} .9058039{col 40}{space 1}    1.99{col 49}{space 3}0.048{col 57}{space 4} .0170583{col 70}{space 3} 3.583214
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .7549914{col 29}{space 2} .6078726{col 40}{space 1}    1.24{col 49}{space 3}0.215{col 57}{space 4}-.4416076{col 70}{space 3} 1.951591
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5558371{col 29}{space 2} .2500174{col 40}{space 1}    2.22{col 49}{space 3}0.027{col 57}{space 4} .0636771{col 70}{space 3} 1.047997
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2}   .93862{col 29}{space 2} .7204303{col 40}{space 1}    1.30{col 49}{space 3}0.194{col 57}{space 4}-.4795492{col 70}{space 3} 2.356789
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.382231{col 29}{space 2} .2652511{col 40}{space 1}   -8.98{col 49}{space 3}0.000{col 57}{space 4}-2.904379{col 70}{space 3}-1.860084
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2} .0874684{col 29}{space 2}   .26808{col 40}{space 1}    0.33{col 49}{space 3}0.744{col 57}{space 4}-.4402479{col 70}{space 3} .6151847
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2} .0458687{col 29}{space 2} .5393041{col 40}{space 1}    0.09{col 49}{space 3}0.932{col 57}{space 4}-1.015753{col 70}{space 3} 1.107491
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .1272195{col 29}{space 2} .3857172{col 40}{space 1}    0.33{col 49}{space 3}0.742{col 57}{space 4}-.6320661{col 70}{space 3} .8865051
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} .0632742{col 29}{space 2} .4024664{col 40}{space 1}    0.16{col 49}{space 3}0.875{col 57}{space 4}-.7289821{col 70}{space 3} .8555306
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2} .3410759{col 29}{space 2} .7319304{col 40}{space 1}    0.47{col 49}{space 3}0.642{col 57}{space 4}-1.099731{col 70}{space 3} 1.781883
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} .0929179{col 29}{space 2} .9143829{col 40}{space 1}    0.10{col 49}{space 3}0.919{col 57}{space 4}-1.707048{col 70}{space 3} 1.892883
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .6698493{col 29}{space 2} .8443425{col 40}{space 1}    0.79{col 49}{space 3}0.428{col 57}{space 4}-.9922414{col 70}{space 3}  2.33194
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}-1.445183{col 29}{space 2}  .795962{col 40}{space 1}   -1.82{col 49}{space 3}0.070{col 57}{space 4}-3.012036{col 70}{space 3} .1216712
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.2204877{col 29}{space 2} .8452759{col 40}{space 1}   -0.26{col 49}{space 3}0.794{col 57}{space 4}-1.884416{col 70}{space 3} 1.443441
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.213039{col 29}{space 2}  .502568{col 40}{space 1}   -2.41{col 49}{space 3}0.016{col 57}{space 4}-2.202345{col 70}{space 3} -.223732
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-.7840942{col 29}{space 2} 1.124766{col 40}{space 1}   -0.70{col 49}{space 3}0.486{col 57}{space 4}  -2.9982{col 70}{space 3} 1.430012
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2} .2065267{col 29}{space 2} .5404532{col 40}{space 1}    0.38{col 49}{space 3}0.703{col 57}{space 4}-.8573571{col 70}{space 3}  1.27041
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.4154741{col 29}{space 2} .5210928{col 40}{space 1}   -0.80{col 49}{space 3}0.426{col 57}{space 4}-1.441247{col 70}{space 3} .6102987
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-.8382722{col 29}{space 2}   .49176{col 40}{space 1}   -1.70{col 49}{space 3}0.089{col 57}{space 4}-1.806303{col 70}{space 3} .1297588
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.3932912{col 29}{space 2} .4994794{col 40}{space 1}   -0.79{col 49}{space 3}0.432{col 57}{space 4}-1.376518{col 70}{space 3} .5899355
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2} -.088031{col 29}{space 2} .4512067{col 40}{space 1}   -0.20{col 49}{space 3}0.845{col 57}{space 4}-.9762329{col 70}{space 3} .8001709
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.530531{col 29}{space 2} .2742538{col 40}{space 1}    9.23{col 49}{space 3}0.000{col 57}{space 4} 1.990661{col 70}{space 3}   3.0704
{txt}{space 10}_cons {c |}{col 17}{res}{space 2}  6.62708{col 29}{space 2} .7166133{col 40}{space 1}    9.25{col 49}{space 3}0.000{col 57}{space 4} 5.216425{col 70}{space 3} 8.037736
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg pols_responsible log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,437
                                                {txt}F(20, 288)        =  {res}    12.36
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1818
                                                {txt}Root MSE          =    {res} 2.5185

{txt}{ralign 81:(Std. Err. adjusted for {res:289} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6442496{col 29}{space 2} .1029752{col 40}{space 1}    6.26{col 49}{space 3}0.000{col 57}{space 4} .4415703{col 70}{space 3} .8469289
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0248184{col 29}{space 2} .0053186{col 40}{space 1}   -4.67{col 49}{space 3}0.000{col 57}{space 4}-.0352867{col 70}{space 3}-.0143502
{txt}{space 11}male {c |}{col 17}{res}{space 2} .2133409{col 29}{space 2} .1648831{col 40}{space 1}    1.29{col 49}{space 3}0.197{col 57}{space 4}-.1111879{col 70}{space 3} .5378696
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.412403{col 29}{space 2} .7537863{col 40}{space 1}   -1.87{col 49}{space 3}0.062{col 57}{space 4}-2.896032{col 70}{space 3}  .071226
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2342533{col 29}{space 2} .2656005{col 40}{space 1}    0.88{col 49}{space 3}0.379{col 57}{space 4}-.2885108{col 70}{space 3} .7570175
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .1367412{col 29}{space 2} .4208289{col 40}{space 1}    0.32{col 49}{space 3}0.745{col 57}{space 4}-.6915491{col 70}{space 3} .9650314
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.3096859{col 29}{space 2}  .399474{col 40}{space 1}   -0.78{col 49}{space 3}0.439{col 57}{space 4}-1.095945{col 70}{space 3} .4765728
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.5987545{col 29}{space 2} .1560801{col 40}{space 1}   -3.84{col 49}{space 3}0.000{col 57}{space 4}-.9059569{col 70}{space 3} -.291552
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .3792356{col 29}{space 2} .2006866{col 40}{space 1}    1.89{col 49}{space 3}0.060{col 57}{space 4}-.0157629{col 70}{space 3} .7742341
{txt}income_relative {c |}{col 17}{res}{space 2} .1904475{col 29}{space 2} .0450559{col 40}{space 1}    4.23{col 49}{space 3}0.000{col 57}{space 4} .1017669{col 70}{space 3}  .279128
{txt}{space 12}gop {c |}{col 17}{res}{space 2} -.237727{col 29}{space 2} .2265904{col 40}{space 1}   -1.05{col 49}{space 3}0.295{col 57}{space 4}-.6837102{col 70}{space 3} .2082562
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1339388{col 29}{space 2} .2011227{col 40}{space 1}    0.67{col 49}{space 3}0.506{col 57}{space 4}-.2619179{col 70}{space 3} .5297955
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2953532{col 29}{space 2} .4694719{col 40}{space 1}   -0.63{col 49}{space 3}0.530{col 57}{space 4}-1.219384{col 70}{space 3} .6286779
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.2117635{col 29}{space 2} .4714496{col 40}{space 1}   -0.45{col 49}{space 3}0.654{col 57}{space 4}-1.139687{col 70}{space 3} .7161602
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1093945{col 29}{space 2} .5512231{col 40}{space 1}   -0.20{col 49}{space 3}0.843{col 57}{space 4}-1.194331{col 70}{space 3} .9755421
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .1026611{col 29}{space 2} .4717807{col 40}{space 1}    0.22{col 49}{space 3}0.828{col 57}{space 4}-.8259143{col 70}{space 3} 1.031236
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.3631736{col 29}{space 2} .5801625{col 40}{space 1}   -0.63{col 49}{space 3}0.532{col 57}{space 4} -1.50507{col 70}{space 3} .7787227
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2787518{col 29}{space 2} .5011616{col 40}{space 1}   -0.56{col 49}{space 3}0.578{col 57}{space 4}-1.265156{col 70}{space 3} .7076521
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.6313291{col 29}{space 2}  .658198{col 40}{space 1}   -0.96{col 49}{space 3}0.338{col 57}{space 4}-1.926818{col 70}{space 3} .6641594
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .4721956{col 29}{space 2} .5288191{col 40}{space 1}    0.89{col 49}{space 3}0.373{col 57}{space 4}-.5686448{col 70}{space 3} 1.513036
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.095835{col 29}{space 2} .5713917{col 40}{space 1}   10.67{col 49}{space 3}0.000{col 57}{space 4} 4.971202{col 70}{space 3} 7.220468
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg pols_responsible log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,437
                                                {txt}{help j_robustsingular:F(65, 288) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2241
                                                {txt}Root MSE          =    {res} 2.5045

{txt}{ralign 81:(Std. Err. adjusted for {res:289} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6182962{col 29}{space 2} .1102946{col 40}{space 1}    5.61{col 49}{space 3}0.000{col 57}{space 4} .4012106{col 70}{space 3} .8353819
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0273796{col 29}{space 2} .0054898{col 40}{space 1}   -4.99{col 49}{space 3}0.000{col 57}{space 4}-.0381849{col 70}{space 3}-.0165744
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1606569{col 29}{space 2} .1721139{col 40}{space 1}    0.93{col 49}{space 3}0.351{col 57}{space 4}-.1781038{col 70}{space 3} .4994175
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.278981{col 29}{space 2} .7370774{col 40}{space 1}   -1.74{col 49}{space 3}0.084{col 57}{space 4}-2.729722{col 70}{space 3} .1717609
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2042561{col 29}{space 2} .2948135{col 40}{space 1}    0.69{col 49}{space 3}0.489{col 57}{space 4}-.3760063{col 70}{space 3} .7845184
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0287756{col 29}{space 2} .4180444{col 40}{space 1}    0.07{col 49}{space 3}0.945{col 57}{space 4}-.7940341{col 70}{space 3} .8515853
{txt}{space 10}asian {c |}{col 17}{res}{space 2} -.325781{col 29}{space 2} .4430131{col 40}{space 1}   -0.74{col 49}{space 3}0.463{col 57}{space 4}-1.197735{col 70}{space 3} .5461729
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.3718479{col 29}{space 2} .1782151{col 40}{space 1}   -2.09{col 49}{space 3}0.038{col 57}{space 4}-.7226172{col 70}{space 3}-.0210787
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4523194{col 29}{space 2}  .215624{col 40}{space 1}    2.10{col 49}{space 3}0.037{col 57}{space 4} .0279207{col 70}{space 3}  .876718
{txt}income_relative {c |}{col 17}{res}{space 2} .1598607{col 29}{space 2} .0492119{col 40}{space 1}    3.25{col 49}{space 3}0.001{col 57}{space 4} .0630002{col 70}{space 3} .2567213
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3192395{col 29}{space 2} .2216224{col 40}{space 1}   -1.44{col 49}{space 3}0.151{col 57}{space 4}-.7554445{col 70}{space 3} .1169656
{txt}{space 12}dem {c |}{col 17}{res}{space 2}  .103853{col 29}{space 2} .2016682{col 40}{space 1}    0.51{col 49}{space 3}0.607{col 57}{space 4}-.2930776{col 70}{space 3} .5007835
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3290167{col 29}{space 2} .4572891{col 40}{space 1}   -0.72{col 49}{space 3}0.472{col 57}{space 4}-1.229069{col 70}{space 3} .5710358
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3311476{col 29}{space 2}  .465883{col 40}{space 1}   -0.71{col 49}{space 3}0.478{col 57}{space 4}-1.248115{col 70}{space 3} .5858197
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.2558957{col 29}{space 2} .5414415{col 40}{space 1}   -0.47{col 49}{space 3}0.637{col 57}{space 4} -1.32158{col 70}{space 3} .8097885
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0223166{col 29}{space 2} .4591711{col 40}{space 1}    0.05{col 49}{space 3}0.961{col 57}{space 4}-.8814402{col 70}{space 3} .9260733
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.4919498{col 29}{space 2} .5998026{col 40}{space 1}   -0.82{col 49}{space 3}0.413{col 57}{space 4}-1.672502{col 70}{space 3} .6886027
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2} -.415464{col 29}{space 2} .4815281{col 40}{space 1}   -0.86{col 49}{space 3}0.389{col 57}{space 4}-1.363225{col 70}{space 3} .5322965
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.7092354{col 29}{space 2} .6583222{col 40}{space 1}   -1.08{col 49}{space 3}0.282{col 57}{space 4}-2.004968{col 70}{space 3} .5864976
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .3477424{col 29}{space 2} .5214626{col 40}{space 1}    0.67{col 49}{space 3}0.505{col 57}{space 4}-.6786186{col 70}{space 3} 1.374104
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2}  .467744{col 29}{space 2} .4650369{col 40}{space 1}    1.01{col 49}{space 3}0.315{col 57}{space 4}-.4475579{col 70}{space 3} 1.383046
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} .6742751{col 29}{space 2} .9937872{col 40}{space 1}    0.68{col 49}{space 3}0.498{col 57}{space 4}-1.281732{col 70}{space 3} 2.630282
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .4549229{col 29}{space 2} .8273914{col 40}{space 1}    0.55{col 49}{space 3}0.583{col 57}{space 4}-1.173578{col 70}{space 3} 2.083424
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.300026{col 29}{space 2} .3676778{col 40}{space 1}    3.54{col 49}{space 3}0.000{col 57}{space 4} .5763499{col 70}{space 3} 2.023702
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2}-.1196347{col 29}{space 2} .4266273{col 40}{space 1}   -0.28{col 49}{space 3}0.779{col 57}{space 4}-.9593375{col 70}{space 3} .7200682
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2}-.0753198{col 29}{space 2} .4085373{col 40}{space 1}   -0.18{col 49}{space 3}0.854{col 57}{space 4}-.8794173{col 70}{space 3} .7287778
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.5989452{col 29}{space 2} 1.245134{col 40}{space 1}   -0.48{col 49}{space 3}0.631{col 57}{space 4}-3.049662{col 70}{space 3} 1.851772
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.153913{col 29}{space 2} 1.166432{col 40}{space 1}   -1.85{col 49}{space 3}0.066{col 57}{space 4}-4.449725{col 70}{space 3} .1418981
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}-.0563249{col 29}{space 2}  1.00702{col 40}{space 1}   -0.06{col 49}{space 3}0.955{col 57}{space 4}-2.038378{col 70}{space 3} 1.925728
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.127494{col 29}{space 2} .3105226{col 40}{space 1}  -13.29{col 49}{space 3}0.000{col 57}{space 4}-4.738676{col 70}{space 3}-3.516313
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2}-.8903732{col 29}{space 2} .4482276{col 40}{space 1}   -1.99{col 49}{space 3}0.048{col 57}{space 4} -1.77259{col 70}{space 3}-.0081559
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.5425376{col 29}{space 2} .4732712{col 40}{space 1}   -1.15{col 49}{space 3}0.253{col 57}{space 4}-1.474047{col 70}{space 3} .3889713
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.6824411{col 29}{space 2} 1.005411{col 40}{space 1}   -0.68{col 49}{space 3}0.498{col 57}{space 4}-2.661326{col 70}{space 3} 1.296443
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .1777837{col 29}{space 2} .5026735{col 40}{space 1}    0.35{col 49}{space 3}0.724{col 57}{space 4}-.8115959{col 70}{space 3} 1.167163
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2}   .32757{col 29}{space 2} .8123455{col 40}{space 1}    0.40{col 49}{space 3}0.687{col 57}{space 4}-1.271317{col 70}{space 3} 1.926457
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .4619472{col 29}{space 2} .7858154{col 40}{space 1}    0.59{col 49}{space 3}0.557{col 57}{space 4}-1.084722{col 70}{space 3} 2.008617
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2}  3.40186{col 29}{space 2}  .101191{col 40}{space 1}   33.62{col 49}{space 3}0.000{col 57}{space 4} 3.202693{col 70}{space 3} 3.601028
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} .3779071{col 29}{space 2}  .596485{col 40}{space 1}    0.63{col 49}{space 3}0.527{col 57}{space 4}-.7961156{col 70}{space 3}  1.55193
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.481657{col 29}{space 2} .5049532{col 40}{space 1}    8.88{col 49}{space 3}0.000{col 57}{space 4}  3.48779{col 70}{space 3} 5.475524
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2}-.2043725{col 29}{space 2} .5327447{col 40}{space 1}   -0.38{col 49}{space 3}0.702{col 57}{space 4}-1.252939{col 70}{space 3} .8441943
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-1.101647{col 29}{space 2} .6204689{col 40}{space 1}   -1.78{col 49}{space 3}0.077{col 57}{space 4}-2.322876{col 70}{space 3} .1195819
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-1.013604{col 29}{space 2}   .59955{col 40}{space 1}   -1.69{col 49}{space 3}0.092{col 57}{space 4}-2.193659{col 70}{space 3} .1664518
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.6953153{col 29}{space 2} 1.044884{col 40}{space 1}   -0.67{col 49}{space 3}0.506{col 57}{space 4}-2.751893{col 70}{space 3} 1.361262
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 3.177162{col 29}{space 2}  .423818{col 40}{space 1}    7.50{col 49}{space 3}0.000{col 57}{space 4} 2.342988{col 70}{space 3} 4.011335
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.1769603{col 29}{space 2} .6544574{col 40}{space 1}   -0.27{col 49}{space 3}0.787{col 57}{space 4}-1.465086{col 70}{space 3} 1.111166
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} .7716503{col 29}{space 2} .5039275{col 40}{space 1}    1.53{col 49}{space 3}0.127{col 57}{space 4}-.2201975{col 70}{space 3} 1.763498
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 1.930864{col 29}{space 2} .5377123{col 40}{space 1}    3.59{col 49}{space 3}0.000{col 57}{space 4} .8725202{col 70}{space 3} 2.989208
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.6173332{col 29}{space 2} .4634695{col 40}{space 1}   -1.33{col 49}{space 3}0.184{col 57}{space 4} -1.52955{col 70}{space 3} .2948837
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} .2599933{col 29}{space 2}   .48732{col 40}{space 1}    0.53{col 49}{space 3}0.594{col 57}{space 4} -.699167{col 70}{space 3} 1.219154
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2}-.0872431{col 29}{space 2}  .449657{col 40}{space 1}   -0.19{col 49}{space 3}0.846{col 57}{space 4}-.9722738{col 70}{space 3} .7977875
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.088666{col 29}{space 2} .6226162{col 40}{space 1}    3.35{col 49}{space 3}0.001{col 57}{space 4} .8632114{col 70}{space 3} 3.314122
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.8514253{col 29}{space 2} .7053204{col 40}{space 1}   -1.21{col 49}{space 3}0.228{col 57}{space 4}-2.239662{col 70}{space 3} .5368111
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.6907882{col 29}{space 2} 2.505489{col 40}{space 1}   -0.28{col 49}{space 3}0.783{col 57}{space 4}-5.622179{col 70}{space 3} 4.240603
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.3295883{col 29}{space 2} .6757084{col 40}{space 1}   -0.49{col 49}{space 3}0.626{col 57}{space 4}-1.659541{col 70}{space 3} 1.000365
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.3039234{col 29}{space 2} .4744045{col 40}{space 1}   -0.64{col 49}{space 3}0.522{col 57}{space 4}-1.237663{col 70}{space 3} .6298163
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-1.089489{col 29}{space 2} .7529513{col 40}{space 1}   -1.45{col 49}{space 3}0.149{col 57}{space 4}-2.571474{col 70}{space 3} .3924963
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.481829{col 29}{space 2} .9448296{col 40}{space 1}    1.57{col 49}{space 3}0.118{col 57}{space 4}-.3778184{col 70}{space 3} 3.341475
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .6769606{col 29}{space 2} .6267803{col 40}{space 1}    1.08{col 49}{space 3}0.281{col 57}{space 4}-.5566905{col 70}{space 3} 1.910612
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5375979{col 29}{space 2} .2229786{col 40}{space 1}    2.41{col 49}{space 3}0.017{col 57}{space 4} .0987236{col 70}{space 3} .9764722
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .9693499{col 29}{space 2} .6927029{col 40}{space 1}    1.40{col 49}{space 3}0.163{col 57}{space 4}-.3940524{col 70}{space 3} 2.332752
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.342092{col 29}{space 2} .2407317{col 40}{space 1}   -9.73{col 49}{space 3}0.000{col 57}{space 4}-2.815909{col 70}{space 3}-1.868276
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2}-.8223437{col 29}{space 2} .2685772{col 40}{space 1}   -3.06{col 49}{space 3}0.002{col 57}{space 4}-1.350967{col 70}{space 3}-.2937206
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2}-.2509934{col 29}{space 2} .5354403{col 40}{space 1}   -0.47{col 49}{space 3}0.640{col 57}{space 4}-1.304866{col 70}{space 3} .8028789
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .0605121{col 29}{space 2} .3846397{col 40}{space 1}    0.16{col 49}{space 3}0.875{col 57}{space 4}-.6965493{col 70}{space 3} .8175735
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} -.164299{col 29}{space 2} .3851957{col 40}{space 1}   -0.43{col 49}{space 3}0.670{col 57}{space 4}-.9224546{col 70}{space 3} .5938566
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2}-.1485697{col 29}{space 2} .6051789{col 40}{space 1}   -0.25{col 49}{space 3}0.806{col 57}{space 4}-1.339704{col 70}{space 3} 1.042565
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} -.093238{col 29}{space 2} .9174665{col 40}{space 1}   -0.10{col 49}{space 3}0.919{col 57}{space 4}-1.899028{col 70}{space 3} 1.712552
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .4080115{col 29}{space 2} .8282338{col 40}{space 1}    0.49{col 49}{space 3}0.623{col 57}{space 4}-1.222147{col 70}{space 3} 2.038171
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}  -1.6656{col 29}{space 2} .7879693{col 40}{space 1}   -2.11{col 49}{space 3}0.035{col 57}{space 4}-3.216509{col 70}{space 3}-.1146908
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.4876103{col 29}{space 2} .8600618{col 40}{space 1}   -0.57{col 49}{space 3}0.571{col 57}{space 4}-2.180414{col 70}{space 3} 1.205194
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.399594{col 29}{space 2} .4978675{col 40}{space 1}   -2.81{col 49}{space 3}0.005{col 57}{space 4}-2.379514{col 70}{space 3}-.4196737
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-1.067616{col 29}{space 2} 1.035181{col 40}{space 1}   -1.03{col 49}{space 3}0.303{col 57}{space 4}-3.105095{col 70}{space 3} .9698626
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.1503213{col 29}{space 2} .5491999{col 40}{space 1}   -0.27{col 49}{space 3}0.785{col 57}{space 4}-1.231276{col 70}{space 3} .9306333
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.5651211{col 29}{space 2} .5268091{col 40}{space 1}   -1.07{col 49}{space 3}0.284{col 57}{space 4}-1.602005{col 70}{space 3} .4717631
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-1.072888{col 29}{space 2} .4809899{col 40}{space 1}   -2.23{col 49}{space 3}0.026{col 57}{space 4}-2.019589{col 70}{space 3}-.1261867
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.5092359{col 29}{space 2} .4872842{col 40}{space 1}   -1.05{col 49}{space 3}0.297{col 57}{space 4}-1.468326{col 70}{space 3} .4498541
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.4518402{col 29}{space 2} .4326512{col 40}{space 1}   -1.04{col 49}{space 3}0.297{col 57}{space 4}  -1.3034{col 70}{space 3} .3997192
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.307324{col 29}{space 2} .2681021{col 40}{space 1}    8.61{col 49}{space 3}0.000{col 57}{space 4} 1.779636{col 70}{space 3} 2.835012
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.758232{col 29}{space 2} .6524563{col 40}{space 1}   10.36{col 49}{space 3}0.000{col 57}{space 4} 5.474045{col 70}{space 3}  8.04242
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg pols_responsible hub_taa15 nhub_taa15 log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}F(22, 279)        =  {res}    11.07
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1839
                                                {txt}Root MSE          =    {res} 2.5239

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa15 {c |}{col 17}{res}{space 2} .0092602{col 29}{space 2} .0052832{col 40}{space 1}    1.75{col 49}{space 3}0.081{col 57}{space 4}-.0011399{col 70}{space 3} .0196603
{txt}{space 5}nhub_taa15 {c |}{col 17}{res}{space 2} .0032007{col 29}{space 2} .0038375{col 40}{space 1}    0.83{col 49}{space 3}0.405{col 57}{space 4}-.0043534{col 70}{space 3} .0107548
{txt}{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6461071{col 29}{space 2} .1043516{col 40}{space 1}    6.19{col 49}{space 3}0.000{col 57}{space 4} .4406905{col 70}{space 3} .8515236
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0243921{col 29}{space 2} .0053725{col 40}{space 1}   -4.54{col 49}{space 3}0.000{col 57}{space 4}-.0349679{col 70}{space 3}-.0138164
{txt}{space 11}male {c |}{col 17}{res}{space 2} .2178263{col 29}{space 2} .1669255{col 40}{space 1}    1.30{col 49}{space 3}0.193{col 57}{space 4}-.1107671{col 70}{space 3} .5464196
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.301483{col 29}{space 2} .7955723{col 40}{space 1}   -1.64{col 49}{space 3}0.103{col 57}{space 4} -2.86757{col 70}{space 3} .2646032
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2593908{col 29}{space 2} .2646795{col 40}{space 1}    0.98{col 49}{space 3}0.328{col 57}{space 4}-.2616317{col 70}{space 3} .7804132
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .1796933{col 29}{space 2} .4303796{col 40}{space 1}    0.42{col 49}{space 3}0.677{col 57}{space 4}-.6675102{col 70}{space 3} 1.026897
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.2196751{col 29}{space 2} .4125004{col 40}{space 1}   -0.53{col 49}{space 3}0.595{col 57}{space 4}-1.031683{col 70}{space 3} .5923332
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.5924557{col 29}{space 2} .1567985{col 40}{space 1}   -3.78{col 49}{space 3}0.000{col 57}{space 4}-.9011141{col 70}{space 3}-.2837973
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4163069{col 29}{space 2} .2052932{col 40}{space 1}    2.03{col 49}{space 3}0.044{col 57}{space 4} .0121865{col 70}{space 3} .8204272
{txt}income_relative {c |}{col 17}{res}{space 2} .1954848{col 29}{space 2} .0453773{col 40}{space 1}    4.31{col 49}{space 3}0.000{col 57}{space 4} .1061595{col 70}{space 3} .2848101
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.2575032{col 29}{space 2} .2295162{col 40}{space 1}   -1.12{col 49}{space 3}0.263{col 57}{space 4}-.7093066{col 70}{space 3} .1943002
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1215017{col 29}{space 2} .2014803{col 40}{space 1}    0.60{col 49}{space 3}0.547{col 57}{space 4}-.2751129{col 70}{space 3} .5181163
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2768948{col 29}{space 2} .4668605{col 40}{space 1}   -0.59{col 49}{space 3}0.554{col 57}{space 4}-1.195911{col 70}{space 3} .6421216
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.2649021{col 29}{space 2}  .462907{col 40}{space 1}   -0.57{col 49}{space 3}0.568{col 57}{space 4}-1.176136{col 70}{space 3} .6463317
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1931801{col 29}{space 2} .5513029{col 40}{space 1}   -0.35{col 49}{space 3}0.726{col 57}{space 4}-1.278422{col 70}{space 3} .8920615
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0910389{col 29}{space 2} .4623221{col 40}{space 1}    0.20{col 49}{space 3}0.844{col 57}{space 4}-.8190436{col 70}{space 3} 1.001121
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2} -.417269{col 29}{space 2} .5800072{col 40}{space 1}   -0.72{col 49}{space 3}0.472{col 57}{space 4}-1.559015{col 70}{space 3} .7244769
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2677881{col 29}{space 2} .4944743{col 40}{space 1}   -0.54{col 49}{space 3}0.589{col 57}{space 4}-1.241162{col 70}{space 3}  .705586
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.5801837{col 29}{space 2} .6604424{col 40}{space 1}   -0.88{col 49}{space 3}0.380{col 57}{space 4}-1.880267{col 70}{space 3} .7198993
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .4993377{col 29}{space 2} .5243595{col 40}{space 1}    0.95{col 49}{space 3}0.342{col 57}{space 4}-.5328656{col 70}{space 3} 1.531541
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 5.943061{col 29}{space 2} .5878129{col 40}{space 1}   10.11{col 49}{space 3}0.000{col 57}{space 4} 4.785949{col 70}{space 3} 7.100172
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg pols_responsible hub_taa15 nhub_taa15 log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}{help j_robustsingular:F(68, 279) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2256
                                                {txt}Root MSE          =    {res} 2.5109

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa15 {c |}{col 17}{res}{space 2} .0110874{col 29}{space 2} .0070445{col 40}{space 1}    1.57{col 49}{space 3}0.117{col 57}{space 4}-.0027797{col 70}{space 3} .0249544
{txt}{space 5}nhub_taa15 {c |}{col 17}{res}{space 2} .0034235{col 29}{space 2} .0041419{col 40}{space 1}    0.83{col 49}{space 3}0.409{col 57}{space 4}-.0047299{col 70}{space 3} .0115769
{txt}{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6227069{col 29}{space 2} .1119458{col 40}{space 1}    5.56{col 49}{space 3}0.000{col 57}{space 4} .4023412{col 70}{space 3} .8430726
{txt}{space 12}age {c |}{col 17}{res}{space 2} -.027147{col 29}{space 2} .0055587{col 40}{space 1}   -4.88{col 49}{space 3}0.000{col 57}{space 4}-.0380894{col 70}{space 3}-.0162046
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1698276{col 29}{space 2} .1750994{col 40}{space 1}    0.97{col 49}{space 3}0.333{col 57}{space 4}-.1748561{col 70}{space 3} .5145114
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.177879{col 29}{space 2} .7765888{col 40}{space 1}   -1.52{col 49}{space 3}0.130{col 57}{space 4}-2.706596{col 70}{space 3} .3508384
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2251552{col 29}{space 2} .2942575{col 40}{space 1}    0.77{col 49}{space 3}0.445{col 57}{space 4}-.3540916{col 70}{space 3}  .804402
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0716784{col 29}{space 2} .4296974{col 40}{space 1}    0.17{col 49}{space 3}0.868{col 57}{space 4}-.7741824{col 70}{space 3} .9175391
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.2510564{col 29}{space 2} .4556233{col 40}{space 1}   -0.55{col 49}{space 3}0.582{col 57}{space 4}-1.147952{col 70}{space 3} .6458396
{txt}{space 8}college {c |}{col 17}{res}{space 2} -.365203{col 29}{space 2} .1790535{col 40}{space 1}   -2.04{col 49}{space 3}0.042{col 57}{space 4}-.7176705{col 70}{space 3}-.0127356
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4849409{col 29}{space 2} .2207775{col 40}{space 1}    2.20{col 49}{space 3}0.029{col 57}{space 4} .0503397{col 70}{space 3} .9195421
{txt}income_relative {c |}{col 17}{res}{space 2} .1620023{col 29}{space 2} .0494654{col 40}{space 1}    3.28{col 49}{space 3}0.001{col 57}{space 4} .0646295{col 70}{space 3}  .259375
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3388519{col 29}{space 2} .2248729{col 40}{space 1}   -1.51{col 49}{space 3}0.133{col 57}{space 4}-.7815149{col 70}{space 3} .1038112
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .0949811{col 29}{space 2} .2022805{col 40}{space 1}    0.47{col 49}{space 3}0.639{col 57}{space 4}-.3032087{col 70}{space 3} .4931709
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3143907{col 29}{space 2}  .455411{col 40}{space 1}   -0.69{col 49}{space 3}0.491{col 57}{space 4}-1.210869{col 70}{space 3} .5820873
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3924681{col 29}{space 2} .4556164{col 40}{space 1}   -0.86{col 49}{space 3}0.390{col 57}{space 4} -1.28935{col 70}{space 3} .5044141
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.3206785{col 29}{space 2} .5458915{col 40}{space 1}   -0.59{col 49}{space 3}0.557{col 57}{space 4}-1.395268{col 70}{space 3} .7539105
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0086665{col 29}{space 2} .4499689{col 40}{space 1}    0.02{col 49}{space 3}0.985{col 57}{space 4}-.8770988{col 70}{space 3} .8944317
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.5460152{col 29}{space 2} .5946971{col 40}{space 1}   -0.92{col 49}{space 3}0.359{col 57}{space 4}-1.716678{col 70}{space 3} .6246479
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2} -.414841{col 29}{space 2} .4736347{col 40}{space 1}   -0.88{col 49}{space 3}0.382{col 57}{space 4}-1.347192{col 70}{space 3} .5175104
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.6592898{col 29}{space 2} .6575946{col 40}{space 1}   -1.00{col 49}{space 3}0.317{col 57}{space 4}-1.953767{col 70}{space 3} .6351872
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .3671707{col 29}{space 2}  .514781{col 40}{space 1}    0.71{col 49}{space 3}0.476{col 57}{space 4}-.6461774{col 70}{space 3} 1.380519
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} .4824725{col 29}{space 2}  .471301{col 40}{space 1}    1.02{col 49}{space 3}0.307{col 57}{space 4} -.445285{col 70}{space 3}  1.41023
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} .7218269{col 29}{space 2} 1.016769{col 40}{space 1}    0.71{col 49}{space 3}0.478{col 57}{space 4}-1.279686{col 70}{space 3}  2.72334
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .4408437{col 29}{space 2} .8439322{col 40}{space 1}    0.52{col 49}{space 3}0.602{col 57}{space 4} -1.22044{col 70}{space 3} 2.102127
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.332636{col 29}{space 2}  .368524{col 40}{space 1}    3.62{col 49}{space 3}0.000{col 57}{space 4} .6071953{col 70}{space 3} 2.058076
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2}-.1276289{col 29}{space 2}  .431272{col 40}{space 1}   -0.30{col 49}{space 3}0.767{col 57}{space 4}-.9765891{col 70}{space 3} .7213313
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2}-.0695081{col 29}{space 2} .4136334{col 40}{space 1}   -0.17{col 49}{space 3}0.867{col 57}{space 4}-.8837467{col 70}{space 3} .7447305
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.5749585{col 29}{space 2} 1.246304{col 40}{space 1}   -0.46{col 49}{space 3}0.645{col 57}{space 4}-3.028313{col 70}{space 3} 1.878396
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.196724{col 29}{space 2} 1.123697{col 40}{space 1}   -1.95{col 49}{space 3}0.052{col 57}{space 4}-4.408725{col 70}{space 3} .0152778
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}-.0318303{col 29}{space 2}  1.01889{col 40}{space 1}   -0.03{col 49}{space 3}0.975{col 57}{space 4}-2.037518{col 70}{space 3} 1.973858
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.176704{col 29}{space 2} .3181299{col 40}{space 1}  -13.13{col 49}{space 3}0.000{col 57}{space 4}-4.802943{col 70}{space 3}-3.550464
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2}-1.148619{col 29}{space 2} .5144402{col 40}{space 1}   -2.23{col 49}{space 3}0.026{col 57}{space 4}-2.161296{col 70}{space 3}-.1359416
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.5379679{col 29}{space 2} .4756066{col 40}{space 1}   -1.13{col 49}{space 3}0.259{col 57}{space 4}-1.474201{col 70}{space 3} .3982651
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.7066119{col 29}{space 2} .9633652{col 40}{space 1}   -0.73{col 49}{space 3}0.464{col 57}{space 4}-2.602999{col 70}{space 3} 1.189776
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .1816529{col 29}{space 2} .5082883{col 40}{space 1}    0.36{col 49}{space 3}0.721{col 57}{space 4}-.8189143{col 70}{space 3}  1.18222
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} .3332255{col 29}{space 2} .8165064{col 40}{space 1}    0.41{col 49}{space 3}0.684{col 57}{space 4} -1.27407{col 70}{space 3} 1.940521
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .4811064{col 29}{space 2} .7757673{col 40}{space 1}    0.62{col 49}{space 3}0.536{col 57}{space 4}-1.045994{col 70}{space 3} 2.008207
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2} 3.475896{col 29}{space 2} .1085761{col 40}{space 1}   32.01{col 49}{space 3}0.000{col 57}{space 4} 3.262163{col 70}{space 3} 3.689628
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} .3565645{col 29}{space 2} .5802255{col 40}{space 1}    0.61{col 49}{space 3}0.539{col 57}{space 4}-.7856113{col 70}{space 3}  1.49874
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.576725{col 29}{space 2} .5246108{col 40}{space 1}    8.72{col 49}{space 3}0.000{col 57}{space 4} 3.544027{col 70}{space 3} 5.609423
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2}-.1629851{col 29}{space 2}  .533308{col 40}{space 1}   -0.31{col 49}{space 3}0.760{col 57}{space 4}-1.212804{col 70}{space 3} .8868333
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-1.062742{col 29}{space 2} .6312661{col 40}{space 1}   -1.68{col 49}{space 3}0.093{col 57}{space 4}-2.305392{col 70}{space 3} .1799072
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2} -1.00827{col 29}{space 2} .5977771{col 40}{space 1}   -1.69{col 49}{space 3}0.093{col 57}{space 4}-2.184996{col 70}{space 3} .1684564
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2} -1.10005{col 29}{space 2} .9352647{col 40}{space 1}   -1.18{col 49}{space 3}0.241{col 57}{space 4}-2.941122{col 70}{space 3} .7410212
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 3.206629{col 29}{space 2}  .428143{col 40}{space 1}    7.49{col 49}{space 3}0.000{col 57}{space 4} 2.363828{col 70}{space 3}  4.04943
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.1626162{col 29}{space 2} .6543659{col 40}{space 1}   -0.25{col 49}{space 3}0.804{col 57}{space 4}-1.450738{col 70}{space 3} 1.125505
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} .7948811{col 29}{space 2} .5132111{col 40}{space 1}    1.55{col 49}{space 3}0.123{col 57}{space 4}-.2153765{col 70}{space 3} 1.805139
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 1.969095{col 29}{space 2}  .563218{col 40}{space 1}    3.50{col 49}{space 3}0.001{col 57}{space 4} .8603982{col 70}{space 3} 3.077791
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.5717847{col 29}{space 2} .4835781{col 40}{space 1}   -1.18{col 49}{space 3}0.238{col 57}{space 4} -1.52371{col 70}{space 3} .3801403
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} .2911662{col 29}{space 2} .4954394{col 40}{space 1}    0.59{col 49}{space 3}0.557{col 57}{space 4}-.6841078{col 70}{space 3}  1.26644
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2}-.1311057{col 29}{space 2} .4633016{col 40}{space 1}   -0.28{col 49}{space 3}0.777{col 57}{space 4}-1.043116{col 70}{space 3}  .780905
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.063398{col 29}{space 2} .6212047{col 40}{space 1}    3.32{col 49}{space 3}0.001{col 57}{space 4} .8405545{col 70}{space 3} 3.286241
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.8328991{col 29}{space 2} .6955181{col 40}{space 1}   -1.20{col 49}{space 3}0.232{col 57}{space 4}-2.202029{col 70}{space 3} .5362306
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}  -.76286{col 29}{space 2} 2.512765{col 40}{space 1}   -0.30{col 49}{space 3}0.762{col 57}{space 4}-5.709245{col 70}{space 3} 4.183525
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2} -.412787{col 29}{space 2} .6667739{col 40}{space 1}   -0.62{col 49}{space 3}0.536{col 57}{space 4}-1.725333{col 70}{space 3} .8997595
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.4424687{col 29}{space 2} .5045691{col 40}{space 1}   -0.88{col 49}{space 3}0.381{col 57}{space 4}-1.435715{col 70}{space 3} .5507771
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-1.094217{col 29}{space 2} .7667341{col 40}{space 1}   -1.43{col 49}{space 3}0.155{col 57}{space 4}-2.603535{col 70}{space 3} .4151016
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.483007{col 29}{space 2} .9313931{col 40}{space 1}    1.59{col 49}{space 3}0.112{col 57}{space 4}-.3504431{col 70}{space 3} 3.316457
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .6564074{col 29}{space 2} .6251971{col 40}{space 1}    1.05{col 49}{space 3}0.295{col 57}{space 4}-.5742951{col 70}{space 3}  1.88711
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5158616{col 29}{space 2} .2308403{col 40}{space 1}    2.23{col 49}{space 3}0.026{col 57}{space 4} .0614517{col 70}{space 3} .9702716
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .7859028{col 29}{space 2} .7007741{col 40}{space 1}    1.12{col 49}{space 3}0.263{col 57}{space 4}-.5935732{col 70}{space 3} 2.165379
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.340647{col 29}{space 2} .2446376{col 40}{space 1}   -9.57{col 49}{space 3}0.000{col 57}{space 4}-2.822216{col 70}{space 3}-1.859077
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2}-.9379104{col 29}{space 2} .2808823{col 40}{space 1}   -3.34{col 49}{space 3}0.001{col 57}{space 4}-1.490828{col 70}{space 3}-.3849926
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2}  -.25488{col 29}{space 2} .5377521{col 40}{space 1}   -0.47{col 49}{space 3}0.636{col 57}{space 4}-1.313447{col 70}{space 3} .8036867
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .0437659{col 29}{space 2} .3873603{col 40}{space 1}    0.11{col 49}{space 3}0.910{col 57}{space 4}-.7187541{col 70}{space 3} .8062859
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2}-.1769788{col 29}{space 2} .3910328{col 40}{space 1}   -0.45{col 49}{space 3}0.651{col 57}{space 4} -.946728{col 70}{space 3} .5927704
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2}-.1342142{col 29}{space 2} .6102607{col 40}{space 1}   -0.22{col 49}{space 3}0.826{col 57}{space 4}-1.335514{col 70}{space 3} 1.067086
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2}-.1781708{col 29}{space 2} .9196322{col 40}{space 1}   -0.19{col 49}{space 3}0.847{col 57}{space 4} -1.98847{col 70}{space 3} 1.632128
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .4241998{col 29}{space 2} .8257483{col 40}{space 1}    0.51{col 49}{space 3}0.608{col 57}{space 4}-1.201288{col 70}{space 3} 2.049688
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}-1.648755{col 29}{space 2} .7883234{col 40}{space 1}   -2.09{col 49}{space 3}0.037{col 57}{space 4}-3.200573{col 70}{space 3}-.0969384
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2} -.490388{col 29}{space 2} .8581302{col 40}{space 1}   -0.57{col 49}{space 3}0.568{col 57}{space 4} -2.17962{col 70}{space 3} 1.198844
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.398736{col 29}{space 2}   .50466{col 40}{space 1}   -2.77{col 49}{space 3}0.006{col 57}{space 4}-2.392161{col 70}{space 3}-.4053112
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-1.120252{col 29}{space 2} 1.033167{col 40}{space 1}   -1.08{col 49}{space 3}0.279{col 57}{space 4}-3.154044{col 70}{space 3} .9135401
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.1492548{col 29}{space 2} .5483135{col 40}{space 1}   -0.27{col 49}{space 3}0.786{col 57}{space 4}-1.228612{col 70}{space 3}  .930102
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.5566468{col 29}{space 2} .5250877{col 40}{space 1}   -1.06{col 49}{space 3}0.290{col 57}{space 4}-1.590284{col 70}{space 3}   .47699
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-1.074246{col 29}{space 2} .4842122{col 40}{space 1}   -2.22{col 49}{space 3}0.027{col 57}{space 4}-2.027419{col 70}{space 3}-.1210723
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.5031857{col 29}{space 2} .4983809{col 40}{space 1}   -1.01{col 49}{space 3}0.314{col 57}{space 4} -1.48425{col 70}{space 3} .4778786
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.4273102{col 29}{space 2} .4443337{col 40}{space 1}   -0.96{col 49}{space 3}0.337{col 57}{space 4}-1.301982{col 70}{space 3}  .447362
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.359112{col 29}{space 2} .2710961{col 40}{space 1}    8.70{col 49}{space 3}0.000{col 57}{space 4} 1.825459{col 70}{space 3} 2.892766
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.628735{col 29}{space 2} .6848904{col 40}{space 1}    9.68{col 49}{space 3}0.000{col 57}{space 4} 5.280526{col 70}{space 3} 7.976944
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. 
. esttab using "TableA14.tex", label keep(hub_taa15 nhub_taa15 log_hs_peers union_member age male race_others black hispanic asian college income_relative gop dem) order(hub_taa15 nhub_taa15 log_hs_peers union_member age male race_others black hispanic asian college income_relative gop dem) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*" "Industry Classification FE= *cluster*")
{res}{txt}(note: file TableA14.tex not found)
(output written to {browse  `"TableA14.tex"'})

{com}. 
. * Table A15: Trade Shocks to Industrial Hubs, Peer Networks and Political Responsibility: 80th percentile
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg pols_responsible hub_taa20 nhub_taa20 age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}F(21, 279)        =  {res}     7.17
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1512
                                                {txt}Root MSE          =    {res}  2.573

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa20 {c |}{col 17}{res}{space 2} .0118322{col 29}{space 2} .0055387{col 40}{space 1}    2.14{col 49}{space 3}0.034{col 57}{space 4} .0009293{col 70}{space 3} .0227351
{txt}{space 5}nhub_taa20 {c |}{col 17}{res}{space 2} .0023988{col 29}{space 2} .0038676{col 40}{space 1}    0.62{col 49}{space 3}0.536{col 57}{space 4}-.0052147{col 70}{space 3} .0100123
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0295894{col 29}{space 2} .0052406{col 40}{space 1}   -5.65{col 49}{space 3}0.000{col 57}{space 4}-.0399056{col 70}{space 3}-.0192733
{txt}{space 11}male {c |}{col 17}{res}{space 2}  .130208{col 29}{space 2}  .187349{col 40}{space 1}    0.70{col 49}{space 3}0.488{col 57}{space 4}-.2385892{col 70}{space 3} .4990051
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.284971{col 29}{space 2} .7811424{col 40}{space 1}   -1.64{col 49}{space 3}0.101{col 57}{space 4}-2.822653{col 70}{space 3} .2527097
{txt}{space 10}black {c |}{col 17}{res}{space 2} .1413423{col 29}{space 2}  .296444{col 40}{space 1}    0.48{col 49}{space 3}0.634{col 57}{space 4}-.4422087{col 70}{space 3} .7248933
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0027327{col 29}{space 2} .4389051{col 40}{space 1}    0.01{col 49}{space 3}0.995{col 57}{space 4}-.8612534{col 70}{space 3} .8667187
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.5703396{col 29}{space 2} .4962963{col 40}{space 1}   -1.15{col 49}{space 3}0.251{col 57}{space 4}  -1.5473{col 70}{space 3} .4066212
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.6173785{col 29}{space 2} .1626998{col 40}{space 1}   -3.79{col 49}{space 3}0.000{col 57}{space 4}-.9376536{col 70}{space 3}-.2971035
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4591854{col 29}{space 2} .2064499{col 40}{space 1}    2.22{col 49}{space 3}0.027{col 57}{space 4} .0527881{col 70}{space 3} .8655827
{txt}income_relative {c |}{col 17}{res}{space 2} .2609105{col 29}{space 2} .0621861{col 40}{space 1}    4.20{col 49}{space 3}0.000{col 57}{space 4} .1384969{col 70}{space 3} .3833241
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.1884177{col 29}{space 2} .2402169{col 40}{space 1}   -0.78{col 49}{space 3}0.433{col 57}{space 4}-.6612855{col 70}{space 3} .2844502
{txt}{space 12}dem {c |}{col 17}{res}{space 2}  .146846{col 29}{space 2} .2103294{col 40}{space 1}    0.70{col 49}{space 3}0.486{col 57}{space 4}-.2671881{col 70}{space 3} .5608801
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2868138{col 29}{space 2} .5171672{col 40}{space 1}   -0.55{col 49}{space 3}0.580{col 57}{space 4}-1.304859{col 70}{space 3} .7312315
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.1954516{col 29}{space 2} .5056616{col 40}{space 1}   -0.39{col 49}{space 3}0.699{col 57}{space 4}-1.190848{col 70}{space 3} .7999448
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1944083{col 29}{space 2} .5877047{col 40}{space 1}   -0.33{col 49}{space 3}0.741{col 57}{space 4}-1.351307{col 70}{space 3} .9624902
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0844301{col 29}{space 2} .5102763{col 40}{space 1}    0.17{col 49}{space 3}0.869{col 57}{space 4}-.9200503{col 70}{space 3} 1.088911
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.3292951{col 29}{space 2} .6445688{col 40}{space 1}   -0.51{col 49}{space 3}0.610{col 57}{space 4}-1.598131{col 70}{space 3} .9395407
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2184911{col 29}{space 2} .5324635{col 40}{space 1}   -0.41{col 49}{space 3}0.682{col 57}{space 4}-1.266647{col 70}{space 3}  .829665
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2} -.559368{col 29}{space 2} .6801675{col 40}{space 1}   -0.82{col 49}{space 3}0.412{col 57}{space 4} -1.89828{col 70}{space 3} .7795438
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .9701756{col 29}{space 2} .7188634{col 40}{space 1}    1.35{col 49}{space 3}0.178{col 57}{space 4}-.4449092{col 70}{space 3}  2.38526
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.103368{col 29}{space 2} .6509864{col 40}{space 1}    9.38{col 49}{space 3}0.000{col 57}{space 4}   4.8219{col 70}{space 3} 7.384837
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg pols_responsible hub_taa20 nhub_taa20 age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}{help j_robustsingular:F(67, 279) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2011
                                                {txt}Root MSE          =    {res} 2.5494

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa20 {c |}{col 17}{res}{space 2} .0126973{col 29}{space 2} .0074662{col 40}{space 1}    1.70{col 49}{space 3}0.090{col 57}{space 4}    -.002{col 70}{space 3} .0273946
{txt}{space 5}nhub_taa20 {c |}{col 17}{res}{space 2} .0021172{col 29}{space 2} .0042275{col 40}{space 1}    0.50{col 49}{space 3}0.617{col 57}{space 4}-.0062046{col 70}{space 3} .0104391
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0310608{col 29}{space 2} .0054956{col 40}{space 1}   -5.65{col 49}{space 3}0.000{col 57}{space 4}-.0418788{col 70}{space 3}-.0202428
{txt}{space 11}male {c |}{col 17}{res}{space 2} .0782915{col 29}{space 2} .1886147{col 40}{space 1}    0.42{col 49}{space 3}0.678{col 57}{space 4}-.2929972{col 70}{space 3} .4495802
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.163945{col 29}{space 2} .7634244{col 40}{space 1}   -1.52{col 49}{space 3}0.128{col 57}{space 4}-2.666748{col 70}{space 3} .3388581
{txt}{space 10}black {c |}{col 17}{res}{space 2}  .109021{col 29}{space 2} .3105722{col 40}{space 1}    0.35{col 49}{space 3}0.726{col 57}{space 4}-.5023412{col 70}{space 3} .7203833
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2}-.0037162{col 29}{space 2} .4219749{col 40}{space 1}   -0.01{col 49}{space 3}0.993{col 57}{space 4}-.8343752{col 70}{space 3} .8269427
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.4704043{col 29}{space 2} .4837634{col 40}{space 1}   -0.97{col 49}{space 3}0.332{col 57}{space 4}-1.422694{col 70}{space 3} .4818854
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.3234062{col 29}{space 2} .1816785{col 40}{space 1}   -1.78{col 49}{space 3}0.076{col 57}{space 4}-.6810409{col 70}{space 3} .0342284
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .5097229{col 29}{space 2} .2239224{col 40}{space 1}    2.28{col 49}{space 3}0.024{col 57}{space 4} .0689309{col 70}{space 3} .9505149
{txt}income_relative {c |}{col 17}{res}{space 2} .2059812{col 29}{space 2} .0560247{col 40}{space 1}    3.68{col 49}{space 3}0.000{col 57}{space 4} .0956964{col 70}{space 3}  .316266
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3094252{col 29}{space 2} .2339258{col 40}{space 1}   -1.32{col 49}{space 3}0.187{col 57}{space 4}-.7699088{col 70}{space 3} .1510585
{txt}{space 12}dem {c |}{col 17}{res}{space 2}  .096975{col 29}{space 2} .2100397{col 40}{space 1}    0.46{col 49}{space 3}0.645{col 57}{space 4}-.3164888{col 70}{space 3} .5104388
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3153352{col 29}{space 2} .4966219{col 40}{space 1}   -0.63{col 49}{space 3}0.526{col 57}{space 4}-1.292937{col 70}{space 3} .6622665
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3475939{col 29}{space 2} .4897114{col 40}{space 1}   -0.71{col 49}{space 3}0.478{col 57}{space 4}-1.311592{col 70}{space 3} .6164045
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.3339768{col 29}{space 2} .5712834{col 40}{space 1}   -0.58{col 49}{space 3}0.559{col 57}{space 4} -1.45855{col 70}{space 3} .7905964
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0075105{col 29}{space 2} .4900582{col 40}{space 1}    0.02{col 49}{space 3}0.988{col 57}{space 4}-.9571706{col 70}{space 3} .9721915
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.4993185{col 29}{space 2} .6581316{col 40}{space 1}   -0.76{col 49}{space 3}0.449{col 57}{space 4}-1.794853{col 70}{space 3} .7962156
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.3585676{col 29}{space 2} .5036059{col 40}{space 1}   -0.71{col 49}{space 3}0.477{col 57}{space 4}-1.349917{col 70}{space 3} .6327821
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2} -.645129{col 29}{space 2} .6728957{col 40}{space 1}   -0.96{col 49}{space 3}0.339{col 57}{space 4}-1.969726{col 70}{space 3} .6794682
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .5761108{col 29}{space 2} .6143849{col 40}{space 1}    0.94{col 49}{space 3}0.349{col 57}{space 4}-.6333078{col 70}{space 3}  1.78553
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} 1.516757{col 29}{space 2}  .501998{col 40}{space 1}    3.02{col 49}{space 3}0.003{col 57}{space 4} .5285726{col 70}{space 3} 2.504942
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} 1.073711{col 29}{space 2} .9484402{col 40}{space 1}    1.13{col 49}{space 3}0.259{col 57}{space 4}-.7932967{col 70}{space 3} 2.940718
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .6523799{col 29}{space 2}  .763783{col 40}{space 1}    0.85{col 49}{space 3}0.394{col 57}{space 4}-.8511294{col 70}{space 3} 2.155889
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.344899{col 29}{space 2} .3712812{col 40}{space 1}    3.62{col 49}{space 3}0.000{col 57}{space 4} .6140313{col 70}{space 3} 2.075768
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2} .1059538{col 29}{space 2} .4407208{col 40}{space 1}    0.24{col 49}{space 3}0.810{col 57}{space 4}-.7616065{col 70}{space 3} .9735141
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2} .9527644{col 29}{space 2}  .440729{col 40}{space 1}    2.16{col 49}{space 3}0.031{col 57}{space 4}  .085188{col 70}{space 3} 1.820341
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.3731507{col 29}{space 2}  1.26516{col 40}{space 1}   -0.29{col 49}{space 3}0.768{col 57}{space 4}-2.863622{col 70}{space 3} 2.117321
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.062847{col 29}{space 2} 1.430506{col 40}{space 1}   -1.44{col 49}{space 3}0.150{col 57}{space 4}-4.878803{col 70}{space 3} .7531096
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2} .1016975{col 29}{space 2} 1.014171{col 40}{space 1}    0.10{col 49}{space 3}0.920{col 57}{space 4}-1.894702{col 70}{space 3} 2.098097
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.222938{col 29}{space 2} .3349254{col 40}{space 1}  -12.61{col 49}{space 3}0.000{col 57}{space 4} -4.88224{col 70}{space 3}-3.563636
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2} .1824137{col 29}{space 2} .5610002{col 40}{space 1}    0.33{col 49}{space 3}0.745{col 57}{space 4} -.921917{col 70}{space 3} 1.286744
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.3587616{col 29}{space 2} .4819821{col 40}{space 1}   -0.74{col 49}{space 3}0.457{col 57}{space 4}-1.307545{col 70}{space 3} .5900217
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.5902252{col 29}{space 2} .9665073{col 40}{space 1}   -0.61{col 49}{space 3}0.542{col 57}{space 4}-2.492798{col 70}{space 3} 1.312347
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .3153646{col 29}{space 2} .4941357{col 40}{space 1}    0.64{col 49}{space 3}0.524{col 57}{space 4}-.6573432{col 70}{space 3} 1.288072
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} 1.545339{col 29}{space 2} .8311831{col 40}{space 1}    1.86{col 49}{space 3}0.064{col 57}{space 4}-.0908475{col 70}{space 3} 3.181526
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2}  .823347{col 29}{space 2} .7598949{col 40}{space 1}    1.08{col 49}{space 3}0.280{col 57}{space 4}-.6725085{col 70}{space 3} 2.319202
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2} 3.569591{col 29}{space 2} .1176777{col 40}{space 1}   30.33{col 49}{space 3}0.000{col 57}{space 4} 3.337942{col 70}{space 3}  3.80124
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} 1.511455{col 29}{space 2} .5872603{col 40}{space 1}    2.57{col 49}{space 3}0.011{col 57}{space 4} .3554311{col 70}{space 3} 2.667479
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.765165{col 29}{space 2} .5140393{col 40}{space 1}    9.27{col 49}{space 3}0.000{col 57}{space 4} 3.753277{col 70}{space 3} 5.777053
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2} .2146206{col 29}{space 2} .5833657{col 40}{space 1}    0.37{col 49}{space 3}0.713{col 57}{space 4}-.9337367{col 70}{space 3} 1.362978
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-.8559551{col 29}{space 2}   .63885{col 40}{space 1}   -1.34{col 49}{space 3}0.181{col 57}{space 4}-2.113533{col 70}{space 3} .4016232
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2} -.785882{col 29}{space 2} .5769778{col 40}{space 1}   -1.36{col 49}{space 3}0.174{col 57}{space 4}-1.921665{col 70}{space 3} .3499006
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.2034652{col 29}{space 2} 1.500973{col 40}{space 1}   -0.14{col 49}{space 3}0.892{col 57}{space 4}-3.158135{col 70}{space 3} 2.751205
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 2.869235{col 29}{space 2} .4253195{col 40}{space 1}    6.75{col 49}{space 3}0.000{col 57}{space 4} 2.031992{col 70}{space 3} 3.706478
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.0756877{col 29}{space 2} .6638778{col 40}{space 1}   -0.11{col 49}{space 3}0.909{col 57}{space 4}-1.382533{col 70}{space 3} 1.231158
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} 1.954103{col 29}{space 2} .5812065{col 40}{space 1}    3.36{col 49}{space 3}0.001{col 57}{space 4} .8099961{col 70}{space 3}  3.09821
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 2.060381{col 29}{space 2} .5753968{col 40}{space 1}    3.58{col 49}{space 3}0.000{col 57}{space 4} .9277103{col 70}{space 3} 3.193051
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.7366158{col 29}{space 2}  .499363{col 40}{space 1}   -1.48{col 49}{space 3}0.141{col 57}{space 4}-1.719614{col 70}{space 3} .2463819
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} 1.479766{col 29}{space 2} .5631955{col 40}{space 1}    2.63{col 49}{space 3}0.009{col 57}{space 4} .3711141{col 70}{space 3} 2.588418
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2} .7031093{col 29}{space 2} .5742062{col 40}{space 1}    1.22{col 49}{space 3}0.222{col 57}{space 4}-.4272174{col 70}{space 3} 1.833436
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.397154{col 29}{space 2} .6373026{col 40}{space 1}    3.76{col 49}{space 3}0.000{col 57}{space 4} 1.142622{col 70}{space 3} 3.651686
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.5579386{col 29}{space 2} .6628399{col 40}{space 1}   -0.84{col 49}{space 3}0.401{col 57}{space 4}-1.862741{col 70}{space 3} .7468638
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.7385616{col 29}{space 2} 2.511633{col 40}{space 1}   -0.29{col 49}{space 3}0.769{col 57}{space 4} -5.68272{col 70}{space 3} 4.205597
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.1067821{col 29}{space 2} .6460666{col 40}{space 1}   -0.17{col 49}{space 3}0.869{col 57}{space 4}-1.378566{col 70}{space 3} 1.165002
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.1967483{col 29}{space 2} .4798757{col 40}{space 1}   -0.41{col 49}{space 3}0.682{col 57}{space 4}-1.141385{col 70}{space 3} .7478885
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-.5063697{col 29}{space 2} .8646147{col 40}{space 1}   -0.59{col 49}{space 3}0.559{col 57}{space 4}-2.208367{col 70}{space 3} 1.195627
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.800136{col 29}{space 2} .9058039{col 40}{space 1}    1.99{col 49}{space 3}0.048{col 57}{space 4} .0170583{col 70}{space 3} 3.583214
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .7549914{col 29}{space 2} .6078726{col 40}{space 1}    1.24{col 49}{space 3}0.215{col 57}{space 4}-.4416076{col 70}{space 3} 1.951591
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5558371{col 29}{space 2} .2500174{col 40}{space 1}    2.22{col 49}{space 3}0.027{col 57}{space 4} .0636771{col 70}{space 3} 1.047997
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2}   .93862{col 29}{space 2} .7204303{col 40}{space 1}    1.30{col 49}{space 3}0.194{col 57}{space 4}-.4795492{col 70}{space 3} 2.356789
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.382231{col 29}{space 2} .2652511{col 40}{space 1}   -8.98{col 49}{space 3}0.000{col 57}{space 4}-2.904379{col 70}{space 3}-1.860084
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2} .0874684{col 29}{space 2}   .26808{col 40}{space 1}    0.33{col 49}{space 3}0.744{col 57}{space 4}-.4402479{col 70}{space 3} .6151847
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2} .0458687{col 29}{space 2} .5393041{col 40}{space 1}    0.09{col 49}{space 3}0.932{col 57}{space 4}-1.015753{col 70}{space 3} 1.107491
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .1272195{col 29}{space 2} .3857172{col 40}{space 1}    0.33{col 49}{space 3}0.742{col 57}{space 4}-.6320661{col 70}{space 3} .8865051
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} .0632742{col 29}{space 2} .4024664{col 40}{space 1}    0.16{col 49}{space 3}0.875{col 57}{space 4}-.7289821{col 70}{space 3} .8555306
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2} .3410759{col 29}{space 2} .7319304{col 40}{space 1}    0.47{col 49}{space 3}0.642{col 57}{space 4}-1.099731{col 70}{space 3} 1.781883
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} .0929179{col 29}{space 2} .9143829{col 40}{space 1}    0.10{col 49}{space 3}0.919{col 57}{space 4}-1.707048{col 70}{space 3} 1.892883
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .6698493{col 29}{space 2} .8443425{col 40}{space 1}    0.79{col 49}{space 3}0.428{col 57}{space 4}-.9922414{col 70}{space 3}  2.33194
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}-1.445183{col 29}{space 2}  .795962{col 40}{space 1}   -1.82{col 49}{space 3}0.070{col 57}{space 4}-3.012036{col 70}{space 3} .1216712
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.2204877{col 29}{space 2} .8452759{col 40}{space 1}   -0.26{col 49}{space 3}0.794{col 57}{space 4}-1.884416{col 70}{space 3} 1.443441
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.213039{col 29}{space 2}  .502568{col 40}{space 1}   -2.41{col 49}{space 3}0.016{col 57}{space 4}-2.202345{col 70}{space 3} -.223732
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-.7840942{col 29}{space 2} 1.124766{col 40}{space 1}   -0.70{col 49}{space 3}0.486{col 57}{space 4}  -2.9982{col 70}{space 3} 1.430012
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2} .2065267{col 29}{space 2} .5404532{col 40}{space 1}    0.38{col 49}{space 3}0.703{col 57}{space 4}-.8573571{col 70}{space 3}  1.27041
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.4154741{col 29}{space 2} .5210928{col 40}{space 1}   -0.80{col 49}{space 3}0.426{col 57}{space 4}-1.441247{col 70}{space 3} .6102987
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-.8382722{col 29}{space 2}   .49176{col 40}{space 1}   -1.70{col 49}{space 3}0.089{col 57}{space 4}-1.806303{col 70}{space 3} .1297588
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.3932912{col 29}{space 2} .4994794{col 40}{space 1}   -0.79{col 49}{space 3}0.432{col 57}{space 4}-1.376518{col 70}{space 3} .5899355
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2} -.088031{col 29}{space 2} .4512067{col 40}{space 1}   -0.20{col 49}{space 3}0.845{col 57}{space 4}-.9762329{col 70}{space 3} .8001709
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.530531{col 29}{space 2} .2742538{col 40}{space 1}    9.23{col 49}{space 3}0.000{col 57}{space 4} 1.990661{col 70}{space 3}   3.0704
{txt}{space 10}_cons {c |}{col 17}{res}{space 2}  6.62708{col 29}{space 2} .7166133{col 40}{space 1}    9.25{col 49}{space 3}0.000{col 57}{space 4} 5.216425{col 70}{space 3} 8.037736
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg pols_responsible log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,437
                                                {txt}F(20, 288)        =  {res}    12.36
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1818
                                                {txt}Root MSE          =    {res} 2.5185

{txt}{ralign 81:(Std. Err. adjusted for {res:289} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6442496{col 29}{space 2} .1029752{col 40}{space 1}    6.26{col 49}{space 3}0.000{col 57}{space 4} .4415703{col 70}{space 3} .8469289
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0248184{col 29}{space 2} .0053186{col 40}{space 1}   -4.67{col 49}{space 3}0.000{col 57}{space 4}-.0352867{col 70}{space 3}-.0143502
{txt}{space 11}male {c |}{col 17}{res}{space 2} .2133409{col 29}{space 2} .1648831{col 40}{space 1}    1.29{col 49}{space 3}0.197{col 57}{space 4}-.1111879{col 70}{space 3} .5378696
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.412403{col 29}{space 2} .7537863{col 40}{space 1}   -1.87{col 49}{space 3}0.062{col 57}{space 4}-2.896032{col 70}{space 3}  .071226
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2342533{col 29}{space 2} .2656005{col 40}{space 1}    0.88{col 49}{space 3}0.379{col 57}{space 4}-.2885108{col 70}{space 3} .7570175
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .1367412{col 29}{space 2} .4208289{col 40}{space 1}    0.32{col 49}{space 3}0.745{col 57}{space 4}-.6915491{col 70}{space 3} .9650314
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.3096859{col 29}{space 2}  .399474{col 40}{space 1}   -0.78{col 49}{space 3}0.439{col 57}{space 4}-1.095945{col 70}{space 3} .4765728
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.5987545{col 29}{space 2} .1560801{col 40}{space 1}   -3.84{col 49}{space 3}0.000{col 57}{space 4}-.9059569{col 70}{space 3} -.291552
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .3792356{col 29}{space 2} .2006866{col 40}{space 1}    1.89{col 49}{space 3}0.060{col 57}{space 4}-.0157629{col 70}{space 3} .7742341
{txt}income_relative {c |}{col 17}{res}{space 2} .1904475{col 29}{space 2} .0450559{col 40}{space 1}    4.23{col 49}{space 3}0.000{col 57}{space 4} .1017669{col 70}{space 3}  .279128
{txt}{space 12}gop {c |}{col 17}{res}{space 2} -.237727{col 29}{space 2} .2265904{col 40}{space 1}   -1.05{col 49}{space 3}0.295{col 57}{space 4}-.6837102{col 70}{space 3} .2082562
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1339388{col 29}{space 2} .2011227{col 40}{space 1}    0.67{col 49}{space 3}0.506{col 57}{space 4}-.2619179{col 70}{space 3} .5297955
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2953532{col 29}{space 2} .4694719{col 40}{space 1}   -0.63{col 49}{space 3}0.530{col 57}{space 4}-1.219384{col 70}{space 3} .6286779
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.2117635{col 29}{space 2} .4714496{col 40}{space 1}   -0.45{col 49}{space 3}0.654{col 57}{space 4}-1.139687{col 70}{space 3} .7161602
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1093945{col 29}{space 2} .5512231{col 40}{space 1}   -0.20{col 49}{space 3}0.843{col 57}{space 4}-1.194331{col 70}{space 3} .9755421
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .1026611{col 29}{space 2} .4717807{col 40}{space 1}    0.22{col 49}{space 3}0.828{col 57}{space 4}-.8259143{col 70}{space 3} 1.031236
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.3631736{col 29}{space 2} .5801625{col 40}{space 1}   -0.63{col 49}{space 3}0.532{col 57}{space 4} -1.50507{col 70}{space 3} .7787227
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2787518{col 29}{space 2} .5011616{col 40}{space 1}   -0.56{col 49}{space 3}0.578{col 57}{space 4}-1.265156{col 70}{space 3} .7076521
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.6313291{col 29}{space 2}  .658198{col 40}{space 1}   -0.96{col 49}{space 3}0.338{col 57}{space 4}-1.926818{col 70}{space 3} .6641594
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .4721956{col 29}{space 2} .5288191{col 40}{space 1}    0.89{col 49}{space 3}0.373{col 57}{space 4}-.5686448{col 70}{space 3} 1.513036
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.095835{col 29}{space 2} .5713917{col 40}{space 1}   10.67{col 49}{space 3}0.000{col 57}{space 4} 4.971202{col 70}{space 3} 7.220468
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg pols_responsible log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,437
                                                {txt}{help j_robustsingular:F(65, 288) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2241
                                                {txt}Root MSE          =    {res} 2.5045

{txt}{ralign 81:(Std. Err. adjusted for {res:289} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6182962{col 29}{space 2} .1102946{col 40}{space 1}    5.61{col 49}{space 3}0.000{col 57}{space 4} .4012106{col 70}{space 3} .8353819
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0273796{col 29}{space 2} .0054898{col 40}{space 1}   -4.99{col 49}{space 3}0.000{col 57}{space 4}-.0381849{col 70}{space 3}-.0165744
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1606569{col 29}{space 2} .1721139{col 40}{space 1}    0.93{col 49}{space 3}0.351{col 57}{space 4}-.1781038{col 70}{space 3} .4994175
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.278981{col 29}{space 2} .7370774{col 40}{space 1}   -1.74{col 49}{space 3}0.084{col 57}{space 4}-2.729722{col 70}{space 3} .1717609
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2042561{col 29}{space 2} .2948135{col 40}{space 1}    0.69{col 49}{space 3}0.489{col 57}{space 4}-.3760063{col 70}{space 3} .7845184
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0287756{col 29}{space 2} .4180444{col 40}{space 1}    0.07{col 49}{space 3}0.945{col 57}{space 4}-.7940341{col 70}{space 3} .8515853
{txt}{space 10}asian {c |}{col 17}{res}{space 2} -.325781{col 29}{space 2} .4430131{col 40}{space 1}   -0.74{col 49}{space 3}0.463{col 57}{space 4}-1.197735{col 70}{space 3} .5461729
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.3718479{col 29}{space 2} .1782151{col 40}{space 1}   -2.09{col 49}{space 3}0.038{col 57}{space 4}-.7226172{col 70}{space 3}-.0210787
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4523194{col 29}{space 2}  .215624{col 40}{space 1}    2.10{col 49}{space 3}0.037{col 57}{space 4} .0279207{col 70}{space 3}  .876718
{txt}income_relative {c |}{col 17}{res}{space 2} .1598607{col 29}{space 2} .0492119{col 40}{space 1}    3.25{col 49}{space 3}0.001{col 57}{space 4} .0630002{col 70}{space 3} .2567213
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3192395{col 29}{space 2} .2216224{col 40}{space 1}   -1.44{col 49}{space 3}0.151{col 57}{space 4}-.7554445{col 70}{space 3} .1169656
{txt}{space 12}dem {c |}{col 17}{res}{space 2}  .103853{col 29}{space 2} .2016682{col 40}{space 1}    0.51{col 49}{space 3}0.607{col 57}{space 4}-.2930776{col 70}{space 3} .5007835
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3290167{col 29}{space 2} .4572891{col 40}{space 1}   -0.72{col 49}{space 3}0.472{col 57}{space 4}-1.229069{col 70}{space 3} .5710358
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3311476{col 29}{space 2}  .465883{col 40}{space 1}   -0.71{col 49}{space 3}0.478{col 57}{space 4}-1.248115{col 70}{space 3} .5858197
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.2558957{col 29}{space 2} .5414415{col 40}{space 1}   -0.47{col 49}{space 3}0.637{col 57}{space 4} -1.32158{col 70}{space 3} .8097885
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0223166{col 29}{space 2} .4591711{col 40}{space 1}    0.05{col 49}{space 3}0.961{col 57}{space 4}-.8814402{col 70}{space 3} .9260733
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.4919498{col 29}{space 2} .5998026{col 40}{space 1}   -0.82{col 49}{space 3}0.413{col 57}{space 4}-1.672502{col 70}{space 3} .6886027
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2} -.415464{col 29}{space 2} .4815281{col 40}{space 1}   -0.86{col 49}{space 3}0.389{col 57}{space 4}-1.363225{col 70}{space 3} .5322965
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.7092354{col 29}{space 2} .6583222{col 40}{space 1}   -1.08{col 49}{space 3}0.282{col 57}{space 4}-2.004968{col 70}{space 3} .5864976
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .3477424{col 29}{space 2} .5214626{col 40}{space 1}    0.67{col 49}{space 3}0.505{col 57}{space 4}-.6786186{col 70}{space 3} 1.374104
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2}  .467744{col 29}{space 2} .4650369{col 40}{space 1}    1.01{col 49}{space 3}0.315{col 57}{space 4}-.4475579{col 70}{space 3} 1.383046
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} .6742751{col 29}{space 2} .9937872{col 40}{space 1}    0.68{col 49}{space 3}0.498{col 57}{space 4}-1.281732{col 70}{space 3} 2.630282
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .4549229{col 29}{space 2} .8273914{col 40}{space 1}    0.55{col 49}{space 3}0.583{col 57}{space 4}-1.173578{col 70}{space 3} 2.083424
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.300026{col 29}{space 2} .3676778{col 40}{space 1}    3.54{col 49}{space 3}0.000{col 57}{space 4} .5763499{col 70}{space 3} 2.023702
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2}-.1196347{col 29}{space 2} .4266273{col 40}{space 1}   -0.28{col 49}{space 3}0.779{col 57}{space 4}-.9593375{col 70}{space 3} .7200682
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2}-.0753198{col 29}{space 2} .4085373{col 40}{space 1}   -0.18{col 49}{space 3}0.854{col 57}{space 4}-.8794173{col 70}{space 3} .7287778
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.5989452{col 29}{space 2} 1.245134{col 40}{space 1}   -0.48{col 49}{space 3}0.631{col 57}{space 4}-3.049662{col 70}{space 3} 1.851772
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.153913{col 29}{space 2} 1.166432{col 40}{space 1}   -1.85{col 49}{space 3}0.066{col 57}{space 4}-4.449725{col 70}{space 3} .1418981
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}-.0563249{col 29}{space 2}  1.00702{col 40}{space 1}   -0.06{col 49}{space 3}0.955{col 57}{space 4}-2.038378{col 70}{space 3} 1.925728
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.127494{col 29}{space 2} .3105226{col 40}{space 1}  -13.29{col 49}{space 3}0.000{col 57}{space 4}-4.738676{col 70}{space 3}-3.516313
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2}-.8903732{col 29}{space 2} .4482276{col 40}{space 1}   -1.99{col 49}{space 3}0.048{col 57}{space 4} -1.77259{col 70}{space 3}-.0081559
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.5425376{col 29}{space 2} .4732712{col 40}{space 1}   -1.15{col 49}{space 3}0.253{col 57}{space 4}-1.474047{col 70}{space 3} .3889713
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.6824411{col 29}{space 2} 1.005411{col 40}{space 1}   -0.68{col 49}{space 3}0.498{col 57}{space 4}-2.661326{col 70}{space 3} 1.296443
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .1777837{col 29}{space 2} .5026735{col 40}{space 1}    0.35{col 49}{space 3}0.724{col 57}{space 4}-.8115959{col 70}{space 3} 1.167163
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2}   .32757{col 29}{space 2} .8123455{col 40}{space 1}    0.40{col 49}{space 3}0.687{col 57}{space 4}-1.271317{col 70}{space 3} 1.926457
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .4619472{col 29}{space 2} .7858154{col 40}{space 1}    0.59{col 49}{space 3}0.557{col 57}{space 4}-1.084722{col 70}{space 3} 2.008617
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2}  3.40186{col 29}{space 2}  .101191{col 40}{space 1}   33.62{col 49}{space 3}0.000{col 57}{space 4} 3.202693{col 70}{space 3} 3.601028
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} .3779071{col 29}{space 2}  .596485{col 40}{space 1}    0.63{col 49}{space 3}0.527{col 57}{space 4}-.7961156{col 70}{space 3}  1.55193
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.481657{col 29}{space 2} .5049532{col 40}{space 1}    8.88{col 49}{space 3}0.000{col 57}{space 4}  3.48779{col 70}{space 3} 5.475524
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2}-.2043725{col 29}{space 2} .5327447{col 40}{space 1}   -0.38{col 49}{space 3}0.702{col 57}{space 4}-1.252939{col 70}{space 3} .8441943
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-1.101647{col 29}{space 2} .6204689{col 40}{space 1}   -1.78{col 49}{space 3}0.077{col 57}{space 4}-2.322876{col 70}{space 3} .1195819
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-1.013604{col 29}{space 2}   .59955{col 40}{space 1}   -1.69{col 49}{space 3}0.092{col 57}{space 4}-2.193659{col 70}{space 3} .1664518
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.6953153{col 29}{space 2} 1.044884{col 40}{space 1}   -0.67{col 49}{space 3}0.506{col 57}{space 4}-2.751893{col 70}{space 3} 1.361262
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 3.177162{col 29}{space 2}  .423818{col 40}{space 1}    7.50{col 49}{space 3}0.000{col 57}{space 4} 2.342988{col 70}{space 3} 4.011335
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.1769603{col 29}{space 2} .6544574{col 40}{space 1}   -0.27{col 49}{space 3}0.787{col 57}{space 4}-1.465086{col 70}{space 3} 1.111166
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} .7716503{col 29}{space 2} .5039275{col 40}{space 1}    1.53{col 49}{space 3}0.127{col 57}{space 4}-.2201975{col 70}{space 3} 1.763498
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 1.930864{col 29}{space 2} .5377123{col 40}{space 1}    3.59{col 49}{space 3}0.000{col 57}{space 4} .8725202{col 70}{space 3} 2.989208
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.6173332{col 29}{space 2} .4634695{col 40}{space 1}   -1.33{col 49}{space 3}0.184{col 57}{space 4} -1.52955{col 70}{space 3} .2948837
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} .2599933{col 29}{space 2}   .48732{col 40}{space 1}    0.53{col 49}{space 3}0.594{col 57}{space 4} -.699167{col 70}{space 3} 1.219154
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2}-.0872431{col 29}{space 2}  .449657{col 40}{space 1}   -0.19{col 49}{space 3}0.846{col 57}{space 4}-.9722738{col 70}{space 3} .7977875
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.088666{col 29}{space 2} .6226162{col 40}{space 1}    3.35{col 49}{space 3}0.001{col 57}{space 4} .8632114{col 70}{space 3} 3.314122
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.8514253{col 29}{space 2} .7053204{col 40}{space 1}   -1.21{col 49}{space 3}0.228{col 57}{space 4}-2.239662{col 70}{space 3} .5368111
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.6907882{col 29}{space 2} 2.505489{col 40}{space 1}   -0.28{col 49}{space 3}0.783{col 57}{space 4}-5.622179{col 70}{space 3} 4.240603
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.3295883{col 29}{space 2} .6757084{col 40}{space 1}   -0.49{col 49}{space 3}0.626{col 57}{space 4}-1.659541{col 70}{space 3} 1.000365
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.3039234{col 29}{space 2} .4744045{col 40}{space 1}   -0.64{col 49}{space 3}0.522{col 57}{space 4}-1.237663{col 70}{space 3} .6298163
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-1.089489{col 29}{space 2} .7529513{col 40}{space 1}   -1.45{col 49}{space 3}0.149{col 57}{space 4}-2.571474{col 70}{space 3} .3924963
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.481829{col 29}{space 2} .9448296{col 40}{space 1}    1.57{col 49}{space 3}0.118{col 57}{space 4}-.3778184{col 70}{space 3} 3.341475
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .6769606{col 29}{space 2} .6267803{col 40}{space 1}    1.08{col 49}{space 3}0.281{col 57}{space 4}-.5566905{col 70}{space 3} 1.910612
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5375979{col 29}{space 2} .2229786{col 40}{space 1}    2.41{col 49}{space 3}0.017{col 57}{space 4} .0987236{col 70}{space 3} .9764722
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .9693499{col 29}{space 2} .6927029{col 40}{space 1}    1.40{col 49}{space 3}0.163{col 57}{space 4}-.3940524{col 70}{space 3} 2.332752
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.342092{col 29}{space 2} .2407317{col 40}{space 1}   -9.73{col 49}{space 3}0.000{col 57}{space 4}-2.815909{col 70}{space 3}-1.868276
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2}-.8223437{col 29}{space 2} .2685772{col 40}{space 1}   -3.06{col 49}{space 3}0.002{col 57}{space 4}-1.350967{col 70}{space 3}-.2937206
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2}-.2509934{col 29}{space 2} .5354403{col 40}{space 1}   -0.47{col 49}{space 3}0.640{col 57}{space 4}-1.304866{col 70}{space 3} .8028789
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .0605121{col 29}{space 2} .3846397{col 40}{space 1}    0.16{col 49}{space 3}0.875{col 57}{space 4}-.6965493{col 70}{space 3} .8175735
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} -.164299{col 29}{space 2} .3851957{col 40}{space 1}   -0.43{col 49}{space 3}0.670{col 57}{space 4}-.9224546{col 70}{space 3} .5938566
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2}-.1485697{col 29}{space 2} .6051789{col 40}{space 1}   -0.25{col 49}{space 3}0.806{col 57}{space 4}-1.339704{col 70}{space 3} 1.042565
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} -.093238{col 29}{space 2} .9174665{col 40}{space 1}   -0.10{col 49}{space 3}0.919{col 57}{space 4}-1.899028{col 70}{space 3} 1.712552
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .4080115{col 29}{space 2} .8282338{col 40}{space 1}    0.49{col 49}{space 3}0.623{col 57}{space 4}-1.222147{col 70}{space 3} 2.038171
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}  -1.6656{col 29}{space 2} .7879693{col 40}{space 1}   -2.11{col 49}{space 3}0.035{col 57}{space 4}-3.216509{col 70}{space 3}-.1146908
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.4876103{col 29}{space 2} .8600618{col 40}{space 1}   -0.57{col 49}{space 3}0.571{col 57}{space 4}-2.180414{col 70}{space 3} 1.205194
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.399594{col 29}{space 2} .4978675{col 40}{space 1}   -2.81{col 49}{space 3}0.005{col 57}{space 4}-2.379514{col 70}{space 3}-.4196737
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-1.067616{col 29}{space 2} 1.035181{col 40}{space 1}   -1.03{col 49}{space 3}0.303{col 57}{space 4}-3.105095{col 70}{space 3} .9698626
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.1503213{col 29}{space 2} .5491999{col 40}{space 1}   -0.27{col 49}{space 3}0.785{col 57}{space 4}-1.231276{col 70}{space 3} .9306333
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.5651211{col 29}{space 2} .5268091{col 40}{space 1}   -1.07{col 49}{space 3}0.284{col 57}{space 4}-1.602005{col 70}{space 3} .4717631
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-1.072888{col 29}{space 2} .4809899{col 40}{space 1}   -2.23{col 49}{space 3}0.026{col 57}{space 4}-2.019589{col 70}{space 3}-.1261867
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.5092359{col 29}{space 2} .4872842{col 40}{space 1}   -1.05{col 49}{space 3}0.297{col 57}{space 4}-1.468326{col 70}{space 3} .4498541
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.4518402{col 29}{space 2} .4326512{col 40}{space 1}   -1.04{col 49}{space 3}0.297{col 57}{space 4}  -1.3034{col 70}{space 3} .3997192
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.307324{col 29}{space 2} .2681021{col 40}{space 1}    8.61{col 49}{space 3}0.000{col 57}{space 4} 1.779636{col 70}{space 3} 2.835012
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.758232{col 29}{space 2} .6524563{col 40}{space 1}   10.36{col 49}{space 3}0.000{col 57}{space 4} 5.474045{col 70}{space 3}  8.04242
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg pols_responsible hub_taa20 nhub_taa20 log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}F(22, 279)        =  {res}    11.07
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1839
                                                {txt}Root MSE          =    {res} 2.5239

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa20 {c |}{col 17}{res}{space 2} .0092602{col 29}{space 2} .0052832{col 40}{space 1}    1.75{col 49}{space 3}0.081{col 57}{space 4}-.0011399{col 70}{space 3} .0196603
{txt}{space 5}nhub_taa20 {c |}{col 17}{res}{space 2} .0032007{col 29}{space 2} .0038375{col 40}{space 1}    0.83{col 49}{space 3}0.405{col 57}{space 4}-.0043534{col 70}{space 3} .0107548
{txt}{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6461071{col 29}{space 2} .1043516{col 40}{space 1}    6.19{col 49}{space 3}0.000{col 57}{space 4} .4406905{col 70}{space 3} .8515236
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0243921{col 29}{space 2} .0053725{col 40}{space 1}   -4.54{col 49}{space 3}0.000{col 57}{space 4}-.0349679{col 70}{space 3}-.0138164
{txt}{space 11}male {c |}{col 17}{res}{space 2} .2178263{col 29}{space 2} .1669255{col 40}{space 1}    1.30{col 49}{space 3}0.193{col 57}{space 4}-.1107671{col 70}{space 3} .5464196
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.301483{col 29}{space 2} .7955723{col 40}{space 1}   -1.64{col 49}{space 3}0.103{col 57}{space 4} -2.86757{col 70}{space 3} .2646032
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2593908{col 29}{space 2} .2646795{col 40}{space 1}    0.98{col 49}{space 3}0.328{col 57}{space 4}-.2616317{col 70}{space 3} .7804132
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .1796933{col 29}{space 2} .4303796{col 40}{space 1}    0.42{col 49}{space 3}0.677{col 57}{space 4}-.6675102{col 70}{space 3} 1.026897
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.2196751{col 29}{space 2} .4125004{col 40}{space 1}   -0.53{col 49}{space 3}0.595{col 57}{space 4}-1.031683{col 70}{space 3} .5923332
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.5924557{col 29}{space 2} .1567985{col 40}{space 1}   -3.78{col 49}{space 3}0.000{col 57}{space 4}-.9011141{col 70}{space 3}-.2837973
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4163069{col 29}{space 2} .2052932{col 40}{space 1}    2.03{col 49}{space 3}0.044{col 57}{space 4} .0121865{col 70}{space 3} .8204272
{txt}income_relative {c |}{col 17}{res}{space 2} .1954848{col 29}{space 2} .0453773{col 40}{space 1}    4.31{col 49}{space 3}0.000{col 57}{space 4} .1061595{col 70}{space 3} .2848101
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.2575032{col 29}{space 2} .2295162{col 40}{space 1}   -1.12{col 49}{space 3}0.263{col 57}{space 4}-.7093066{col 70}{space 3} .1943002
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .1215017{col 29}{space 2} .2014803{col 40}{space 1}    0.60{col 49}{space 3}0.547{col 57}{space 4}-.2751129{col 70}{space 3} .5181163
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.2768948{col 29}{space 2} .4668605{col 40}{space 1}   -0.59{col 49}{space 3}0.554{col 57}{space 4}-1.195911{col 70}{space 3} .6421216
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.2649021{col 29}{space 2}  .462907{col 40}{space 1}   -0.57{col 49}{space 3}0.568{col 57}{space 4}-1.176136{col 70}{space 3} .6463317
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.1931801{col 29}{space 2} .5513029{col 40}{space 1}   -0.35{col 49}{space 3}0.726{col 57}{space 4}-1.278422{col 70}{space 3} .8920615
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0910389{col 29}{space 2} .4623221{col 40}{space 1}    0.20{col 49}{space 3}0.844{col 57}{space 4}-.8190436{col 70}{space 3} 1.001121
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2} -.417269{col 29}{space 2} .5800072{col 40}{space 1}   -0.72{col 49}{space 3}0.472{col 57}{space 4}-1.559015{col 70}{space 3} .7244769
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.2677881{col 29}{space 2} .4944743{col 40}{space 1}   -0.54{col 49}{space 3}0.589{col 57}{space 4}-1.241162{col 70}{space 3}  .705586
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.5801837{col 29}{space 2} .6604424{col 40}{space 1}   -0.88{col 49}{space 3}0.380{col 57}{space 4}-1.880267{col 70}{space 3} .7198993
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .4993377{col 29}{space 2} .5243595{col 40}{space 1}    0.95{col 49}{space 3}0.342{col 57}{space 4}-.5328656{col 70}{space 3} 1.531541
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 5.943061{col 29}{space 2} .5878129{col 40}{space 1}   10.11{col 49}{space 3}0.000{col 57}{space 4} 4.785949{col 70}{space 3} 7.100172
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg pols_responsible hub_taa20 nhub_taa20 log_hs_peers age male race_others black hispanic asian college union_member income_relative gop dem i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
note: _Icluster_c_41 omitted because of collinearity

Linear regression                               Number of obs     = {res}     1,426
                                                {txt}{help j_robustsingular:F(68, 279) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2256
                                                {txt}Root MSE          =    {res} 2.5109

{txt}{ralign 81:(Std. Err. adjusted for {res:280} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa20 {c |}{col 17}{res}{space 2} .0110874{col 29}{space 2} .0070445{col 40}{space 1}    1.57{col 49}{space 3}0.117{col 57}{space 4}-.0027797{col 70}{space 3} .0249544
{txt}{space 5}nhub_taa20 {c |}{col 17}{res}{space 2} .0034235{col 29}{space 2} .0041419{col 40}{space 1}    0.83{col 49}{space 3}0.409{col 57}{space 4}-.0047299{col 70}{space 3} .0115769
{txt}{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6227069{col 29}{space 2} .1119458{col 40}{space 1}    5.56{col 49}{space 3}0.000{col 57}{space 4} .4023412{col 70}{space 3} .8430726
{txt}{space 12}age {c |}{col 17}{res}{space 2} -.027147{col 29}{space 2} .0055587{col 40}{space 1}   -4.88{col 49}{space 3}0.000{col 57}{space 4}-.0380894{col 70}{space 3}-.0162046
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1698276{col 29}{space 2} .1750994{col 40}{space 1}    0.97{col 49}{space 3}0.333{col 57}{space 4}-.1748561{col 70}{space 3} .5145114
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-1.177879{col 29}{space 2} .7765888{col 40}{space 1}   -1.52{col 49}{space 3}0.130{col 57}{space 4}-2.706596{col 70}{space 3} .3508384
{txt}{space 10}black {c |}{col 17}{res}{space 2} .2251552{col 29}{space 2} .2942575{col 40}{space 1}    0.77{col 49}{space 3}0.445{col 57}{space 4}-.3540916{col 70}{space 3}  .804402
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0716784{col 29}{space 2} .4296974{col 40}{space 1}    0.17{col 49}{space 3}0.868{col 57}{space 4}-.7741824{col 70}{space 3} .9175391
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.2510564{col 29}{space 2} .4556233{col 40}{space 1}   -0.55{col 49}{space 3}0.582{col 57}{space 4}-1.147952{col 70}{space 3} .6458396
{txt}{space 8}college {c |}{col 17}{res}{space 2} -.365203{col 29}{space 2} .1790535{col 40}{space 1}   -2.04{col 49}{space 3}0.042{col 57}{space 4}-.7176705{col 70}{space 3}-.0127356
{txt}{space 3}union_member {c |}{col 17}{res}{space 2} .4849409{col 29}{space 2} .2207775{col 40}{space 1}    2.20{col 49}{space 3}0.029{col 57}{space 4} .0503397{col 70}{space 3} .9195421
{txt}income_relative {c |}{col 17}{res}{space 2} .1620023{col 29}{space 2} .0494654{col 40}{space 1}    3.28{col 49}{space 3}0.001{col 57}{space 4} .0646295{col 70}{space 3}  .259375
{txt}{space 12}gop {c |}{col 17}{res}{space 2}-.3388519{col 29}{space 2} .2248729{col 40}{space 1}   -1.51{col 49}{space 3}0.133{col 57}{space 4}-.7815149{col 70}{space 3} .1038112
{txt}{space 12}dem {c |}{col 17}{res}{space 2} .0949811{col 29}{space 2} .2022805{col 40}{space 1}    0.47{col 49}{space 3}0.639{col 57}{space 4}-.3032087{col 70}{space 3} .4931709
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3143907{col 29}{space 2}  .455411{col 40}{space 1}   -0.69{col 49}{space 3}0.491{col 57}{space 4}-1.210869{col 70}{space 3} .5820873
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.3924681{col 29}{space 2} .4556164{col 40}{space 1}   -0.86{col 49}{space 3}0.390{col 57}{space 4} -1.28935{col 70}{space 3} .5044141
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.3206785{col 29}{space 2} .5458915{col 40}{space 1}   -0.59{col 49}{space 3}0.557{col 57}{space 4}-1.395268{col 70}{space 3} .7539105
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2} .0086665{col 29}{space 2} .4499689{col 40}{space 1}    0.02{col 49}{space 3}0.985{col 57}{space 4}-.8770988{col 70}{space 3} .8944317
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.5460152{col 29}{space 2} .5946971{col 40}{space 1}   -0.92{col 49}{space 3}0.359{col 57}{space 4}-1.716678{col 70}{space 3} .6246479
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2} -.414841{col 29}{space 2} .4736347{col 40}{space 1}   -0.88{col 49}{space 3}0.382{col 57}{space 4}-1.347192{col 70}{space 3} .5175104
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.6592898{col 29}{space 2} .6575946{col 40}{space 1}   -1.00{col 49}{space 3}0.317{col 57}{space 4}-1.953767{col 70}{space 3} .6351872
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .3671707{col 29}{space 2}  .514781{col 40}{space 1}    0.71{col 49}{space 3}0.476{col 57}{space 4}-.6461774{col 70}{space 3} 1.380519
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} .4824725{col 29}{space 2}  .471301{col 40}{space 1}    1.02{col 49}{space 3}0.307{col 57}{space 4} -.445285{col 70}{space 3}  1.41023
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} .7218269{col 29}{space 2} 1.016769{col 40}{space 1}    0.71{col 49}{space 3}0.478{col 57}{space 4}-1.279686{col 70}{space 3}  2.72334
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .4408437{col 29}{space 2} .8439322{col 40}{space 1}    0.52{col 49}{space 3}0.602{col 57}{space 4} -1.22044{col 70}{space 3} 2.102127
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.332636{col 29}{space 2}  .368524{col 40}{space 1}    3.62{col 49}{space 3}0.000{col 57}{space 4} .6071953{col 70}{space 3} 2.058076
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2}-.1276289{col 29}{space 2}  .431272{col 40}{space 1}   -0.30{col 49}{space 3}0.767{col 57}{space 4}-.9765891{col 70}{space 3} .7213313
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2}-.0695081{col 29}{space 2} .4136334{col 40}{space 1}   -0.17{col 49}{space 3}0.867{col 57}{space 4}-.8837467{col 70}{space 3} .7447305
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.5749585{col 29}{space 2} 1.246304{col 40}{space 1}   -0.46{col 49}{space 3}0.645{col 57}{space 4}-3.028313{col 70}{space 3} 1.878396
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-2.196724{col 29}{space 2} 1.123697{col 40}{space 1}   -1.95{col 49}{space 3}0.052{col 57}{space 4}-4.408725{col 70}{space 3} .0152778
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}-.0318303{col 29}{space 2}  1.01889{col 40}{space 1}   -0.03{col 49}{space 3}0.975{col 57}{space 4}-2.037518{col 70}{space 3} 1.973858
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-4.176704{col 29}{space 2} .3181299{col 40}{space 1}  -13.13{col 49}{space 3}0.000{col 57}{space 4}-4.802943{col 70}{space 3}-3.550464
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2}-1.148619{col 29}{space 2} .5144402{col 40}{space 1}   -2.23{col 49}{space 3}0.026{col 57}{space 4}-2.161296{col 70}{space 3}-.1359416
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.5379679{col 29}{space 2} .4756066{col 40}{space 1}   -1.13{col 49}{space 3}0.259{col 57}{space 4}-1.474201{col 70}{space 3} .3982651
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.7066119{col 29}{space 2} .9633652{col 40}{space 1}   -0.73{col 49}{space 3}0.464{col 57}{space 4}-2.602999{col 70}{space 3} 1.189776
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .1816529{col 29}{space 2} .5082883{col 40}{space 1}    0.36{col 49}{space 3}0.721{col 57}{space 4}-.8189143{col 70}{space 3}  1.18222
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} .3332255{col 29}{space 2} .8165064{col 40}{space 1}    0.41{col 49}{space 3}0.684{col 57}{space 4} -1.27407{col 70}{space 3} 1.940521
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} .4811064{col 29}{space 2} .7757673{col 40}{space 1}    0.62{col 49}{space 3}0.536{col 57}{space 4}-1.045994{col 70}{space 3} 2.008207
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2} 3.475896{col 29}{space 2} .1085761{col 40}{space 1}   32.01{col 49}{space 3}0.000{col 57}{space 4} 3.262163{col 70}{space 3} 3.689628
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} .3565645{col 29}{space 2} .5802255{col 40}{space 1}    0.61{col 49}{space 3}0.539{col 57}{space 4}-.7856113{col 70}{space 3}  1.49874
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 4.576725{col 29}{space 2} .5246108{col 40}{space 1}    8.72{col 49}{space 3}0.000{col 57}{space 4} 3.544027{col 70}{space 3} 5.609423
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2}-.1629851{col 29}{space 2}  .533308{col 40}{space 1}   -0.31{col 49}{space 3}0.760{col 57}{space 4}-1.212804{col 70}{space 3} .8868333
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-1.062742{col 29}{space 2} .6312661{col 40}{space 1}   -1.68{col 49}{space 3}0.093{col 57}{space 4}-2.305392{col 70}{space 3} .1799072
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2} -1.00827{col 29}{space 2} .5977771{col 40}{space 1}   -1.69{col 49}{space 3}0.093{col 57}{space 4}-2.184996{col 70}{space 3} .1684564
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2} -1.10005{col 29}{space 2} .9352647{col 40}{space 1}   -1.18{col 49}{space 3}0.241{col 57}{space 4}-2.941122{col 70}{space 3} .7410212
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 3.206629{col 29}{space 2}  .428143{col 40}{space 1}    7.49{col 49}{space 3}0.000{col 57}{space 4} 2.363828{col 70}{space 3}  4.04943
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2}-.1626162{col 29}{space 2} .6543659{col 40}{space 1}   -0.25{col 49}{space 3}0.804{col 57}{space 4}-1.450738{col 70}{space 3} 1.125505
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} .7948811{col 29}{space 2} .5132111{col 40}{space 1}    1.55{col 49}{space 3}0.123{col 57}{space 4}-.2153765{col 70}{space 3} 1.805139
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 1.969095{col 29}{space 2}  .563218{col 40}{space 1}    3.50{col 49}{space 3}0.001{col 57}{space 4} .8603982{col 70}{space 3} 3.077791
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.5717847{col 29}{space 2} .4835781{col 40}{space 1}   -1.18{col 49}{space 3}0.238{col 57}{space 4} -1.52371{col 70}{space 3} .3801403
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} .2911662{col 29}{space 2} .4954394{col 40}{space 1}    0.59{col 49}{space 3}0.557{col 57}{space 4}-.6841078{col 70}{space 3}  1.26644
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2}-.1311057{col 29}{space 2} .4633016{col 40}{space 1}   -0.28{col 49}{space 3}0.777{col 57}{space 4}-1.043116{col 70}{space 3}  .780905
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 2.063398{col 29}{space 2} .6212047{col 40}{space 1}    3.32{col 49}{space 3}0.001{col 57}{space 4} .8405545{col 70}{space 3} 3.286241
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.8328991{col 29}{space 2} .6955181{col 40}{space 1}   -1.20{col 49}{space 3}0.232{col 57}{space 4}-2.202029{col 70}{space 3} .5362306
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}  -.76286{col 29}{space 2} 2.512765{col 40}{space 1}   -0.30{col 49}{space 3}0.762{col 57}{space 4}-5.709245{col 70}{space 3} 4.183525
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2} -.412787{col 29}{space 2} .6667739{col 40}{space 1}   -0.62{col 49}{space 3}0.536{col 57}{space 4}-1.725333{col 70}{space 3} .8997595
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.4424687{col 29}{space 2} .5045691{col 40}{space 1}   -0.88{col 49}{space 3}0.381{col 57}{space 4}-1.435715{col 70}{space 3} .5507771
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2}        0{col 29}{txt}  (omitted)
{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-1.094217{col 29}{space 2} .7667341{col 40}{space 1}   -1.43{col 49}{space 3}0.155{col 57}{space 4}-2.603535{col 70}{space 3} .4151016
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 1.483007{col 29}{space 2} .9313931{col 40}{space 1}    1.59{col 49}{space 3}0.112{col 57}{space 4}-.3504431{col 70}{space 3} 3.316457
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} .6564074{col 29}{space 2} .6251971{col 40}{space 1}    1.05{col 49}{space 3}0.295{col 57}{space 4}-.5742951{col 70}{space 3}  1.88711
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} .5158616{col 29}{space 2} .2308403{col 40}{space 1}    2.23{col 49}{space 3}0.026{col 57}{space 4} .0614517{col 70}{space 3} .9702716
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .7859028{col 29}{space 2} .7007741{col 40}{space 1}    1.12{col 49}{space 3}0.263{col 57}{space 4}-.5935732{col 70}{space 3} 2.165379
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.340647{col 29}{space 2} .2446376{col 40}{space 1}   -9.57{col 49}{space 3}0.000{col 57}{space 4}-2.822216{col 70}{space 3}-1.859077
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2}-.9379104{col 29}{space 2} .2808823{col 40}{space 1}   -3.34{col 49}{space 3}0.001{col 57}{space 4}-1.490828{col 70}{space 3}-.3849926
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2}  -.25488{col 29}{space 2} .5377521{col 40}{space 1}   -0.47{col 49}{space 3}0.636{col 57}{space 4}-1.313447{col 70}{space 3} .8036867
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .0437659{col 29}{space 2} .3873603{col 40}{space 1}    0.11{col 49}{space 3}0.910{col 57}{space 4}-.7187541{col 70}{space 3} .8062859
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2}-.1769788{col 29}{space 2} .3910328{col 40}{space 1}   -0.45{col 49}{space 3}0.651{col 57}{space 4} -.946728{col 70}{space 3} .5927704
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2}-.1342142{col 29}{space 2} .6102607{col 40}{space 1}   -0.22{col 49}{space 3}0.826{col 57}{space 4}-1.335514{col 70}{space 3} 1.067086
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2}-.1781708{col 29}{space 2} .9196322{col 40}{space 1}   -0.19{col 49}{space 3}0.847{col 57}{space 4} -1.98847{col 70}{space 3} 1.632128
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .4241998{col 29}{space 2} .8257483{col 40}{space 1}    0.51{col 49}{space 3}0.608{col 57}{space 4}-1.201288{col 70}{space 3} 2.049688
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}-1.648755{col 29}{space 2} .7883234{col 40}{space 1}   -2.09{col 49}{space 3}0.037{col 57}{space 4}-3.200573{col 70}{space 3}-.0969384
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2} -.490388{col 29}{space 2} .8581302{col 40}{space 1}   -0.57{col 49}{space 3}0.568{col 57}{space 4} -2.17962{col 70}{space 3} 1.198844
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.398736{col 29}{space 2}   .50466{col 40}{space 1}   -2.77{col 49}{space 3}0.006{col 57}{space 4}-2.392161{col 70}{space 3}-.4053112
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-1.120252{col 29}{space 2} 1.033167{col 40}{space 1}   -1.08{col 49}{space 3}0.279{col 57}{space 4}-3.154044{col 70}{space 3} .9135401
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.1492548{col 29}{space 2} .5483135{col 40}{space 1}   -0.27{col 49}{space 3}0.786{col 57}{space 4}-1.228612{col 70}{space 3}  .930102
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.5566468{col 29}{space 2} .5250877{col 40}{space 1}   -1.06{col 49}{space 3}0.290{col 57}{space 4}-1.590284{col 70}{space 3}   .47699
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-1.074246{col 29}{space 2} .4842122{col 40}{space 1}   -2.22{col 49}{space 3}0.027{col 57}{space 4}-2.027419{col 70}{space 3}-.1210723
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.5031857{col 29}{space 2} .4983809{col 40}{space 1}   -1.01{col 49}{space 3}0.314{col 57}{space 4} -1.48425{col 70}{space 3} .4778786
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.4273102{col 29}{space 2} .4443337{col 40}{space 1}   -0.96{col 49}{space 3}0.337{col 57}{space 4}-1.301982{col 70}{space 3}  .447362
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.359112{col 29}{space 2} .2710961{col 40}{space 1}    8.70{col 49}{space 3}0.000{col 57}{space 4} 1.825459{col 70}{space 3} 2.892766
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 6.628735{col 29}{space 2} .6848904{col 40}{space 1}    9.68{col 49}{space 3}0.000{col 57}{space 4} 5.280526{col 70}{space 3} 7.976944
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA15.tex", label keep(hub_taa20 nhub_taa20 log_hs_peers union_member age male race_others black hispanic asian college income_relative gop dem) order(hub_taa20 nhub_taa20 log_hs_peers union_member age male race_others black hispanic asian college income_relative gop dem) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*" "Industry Classification FE= *cluster*")
{res}{txt}(note: file TableA15.tex not found)
(output written to {browse  `"TableA15.tex"'})

{com}. 
. * Table A16: Trade Shocks to Industrial Hubs, Peer Networks and Political Responsibility: Full Results with Limited Controls
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg pols_responsible hub_taa10 nhub_taa10 age male race_others black hispanic asian college i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,555
                                                {txt}F(17, 294)        =  {res}     5.71
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1021
                                                {txt}Root MSE          =    {res}  2.614

{txt}{ralign 79:(Std. Err. adjusted for {res:295} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}pols_respon~e{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}hub_taa10 {c |}{col 15}{res}{space 2} .0102184{col 27}{space 2} .0061093{col 38}{space 1}    1.67{col 47}{space 3}0.095{col 55}{space 4}-.0018051{col 68}{space 3}  .022242
{txt}{space 3}nhub_taa10 {c |}{col 15}{res}{space 2} .0004213{col 27}{space 2}  .003746{col 38}{space 1}    0.11{col 47}{space 3}0.911{col 55}{space 4}-.0069511{col 68}{space 3} .0077937
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0358004{col 27}{space 2} .0049047{col 38}{space 1}   -7.30{col 47}{space 3}0.000{col 55}{space 4}-.0454532{col 68}{space 3}-.0261476
{txt}{space 9}male {c |}{col 15}{res}{space 2} .1994623{col 27}{space 2} .1901767{col 38}{space 1}    1.05{col 47}{space 3}0.295{col 55}{space 4} -.174818{col 68}{space 3} .5737425
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-1.078116{col 27}{space 2} .7666183{col 38}{space 1}   -1.41{col 47}{space 3}0.161{col 55}{space 4}-2.586871{col 68}{space 3} .4306394
{txt}{space 8}black {c |}{col 15}{res}{space 2}  .245233{col 27}{space 2} .2842295{col 38}{space 1}    0.86{col 47}{space 3}0.389{col 55}{space 4}-.3141492{col 68}{space 3} .8046153
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2}-.0873475{col 27}{space 2}  .434014{col 38}{space 1}   -0.20{col 47}{space 3}0.841{col 55}{space 4}-.9415156{col 68}{space 3} .7668207
{txt}{space 8}asian {c |}{col 15}{res}{space 2}-.6687846{col 27}{space 2}  .509222{col 38}{space 1}   -1.31{col 47}{space 3}0.190{col 55}{space 4}-1.670967{col 68}{space 3} .3333978
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.2124381{col 27}{space 2} .1536681{col 38}{space 1}   -1.38{col 47}{space 3}0.168{col 55}{space 4}-.5148671{col 68}{space 3} .0899908
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.2566812{col 27}{space 2} .5021019{col 38}{space 1}   -0.51{col 47}{space 3}0.610{col 55}{space 4}-1.244851{col 68}{space 3} .7314883
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.2992834{col 27}{space 2} .4757425{col 38}{space 1}   -0.63{col 47}{space 3}0.530{col 55}{space 4}-1.235576{col 68}{space 3} .6370091
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.4954304{col 27}{space 2} .5197502{col 38}{space 1}   -0.95{col 47}{space 3}0.341{col 55}{space 4}-1.518333{col 68}{space 3}  .527472
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.0746739{col 27}{space 2}  .472671{col 38}{space 1}   -0.16{col 47}{space 3}0.875{col 55}{space 4}-1.004921{col 68}{space 3} .8555737
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.6585404{col 27}{space 2} .5936602{col 38}{space 1}   -1.11{col 47}{space 3}0.268{col 55}{space 4}-1.826903{col 68}{space 3}  .509822
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2} -.405971{col 27}{space 2} .4990325{col 38}{space 1}   -0.81{col 47}{space 3}0.417{col 55}{space 4}  -1.3881{col 68}{space 3} .5761577
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.7291802{col 27}{space 2} .6165443{col 38}{space 1}   -1.18{col 47}{space 3}0.238{col 55}{space 4} -1.94258{col 68}{space 3} .4842194
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}  1.34536{col 27}{space 2}  .909761{col 38}{space 1}    1.48{col 47}{space 3}0.140{col 55}{space 4}-.4451095{col 68}{space 3} 3.135829
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 7.838563{col 27}{space 2} .5367877{col 38}{space 1}   14.60{col 47}{space 3}0.000{col 55}{space 4} 6.782129{col 68}{space 3} 8.894996
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg pols_responsible hub_taa10 nhub_taa10 age male race_others black hispanic asian college i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)

Linear regression                               Number of obs     = {res}     1,555
                                                {txt}{help j_robustsingular:F(62, 294) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.1662
                                                {txt}Root MSE          =    {res} 2.5687

{txt}{ralign 81:(Std. Err. adjusted for {res:295} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa10 {c |}{col 17}{res}{space 2} .0112613{col 29}{space 2} .0071259{col 40}{space 1}    1.58{col 49}{space 3}0.115{col 57}{space 4} -.002763{col 70}{space 3} .0252856
{txt}{space 5}nhub_taa10 {c |}{col 17}{res}{space 2} .0011213{col 29}{space 2} .0038827{col 40}{space 1}    0.29{col 49}{space 3}0.773{col 57}{space 4}-.0065202{col 70}{space 3} .0087627
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0346942{col 29}{space 2} .0051359{col 40}{space 1}   -6.76{col 49}{space 3}0.000{col 57}{space 4} -.044802{col 70}{space 3}-.0245864
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1061812{col 29}{space 2} .1862807{col 40}{space 1}    0.57{col 49}{space 3}0.569{col 57}{space 4}-.2604315{col 70}{space 3} .4727939
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-.8537013{col 29}{space 2} .7377505{col 40}{space 1}   -1.16{col 49}{space 3}0.248{col 57}{space 4}-2.305643{col 70}{space 3} .5982401
{txt}{space 10}black {c |}{col 17}{res}{space 2}  .271136{col 29}{space 2} .2879906{col 40}{space 1}    0.94{col 49}{space 3}0.347{col 57}{space 4}-.2956484{col 70}{space 3} .8379204
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0422891{col 29}{space 2} .3782334{col 40}{space 1}    0.11{col 49}{space 3}0.911{col 57}{space 4} -.702099{col 70}{space 3} .7866773
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.4270908{col 29}{space 2} .4338841{col 40}{space 1}   -0.98{col 49}{space 3}0.326{col 57}{space 4}-1.281003{col 70}{space 3} .4268216
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.0309841{col 29}{space 2} .1781334{col 40}{space 1}   -0.17{col 49}{space 3}0.862{col 57}{space 4}-.3815623{col 70}{space 3} .3195942
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3422368{col 29}{space 2} .5001141{col 40}{space 1}   -0.68{col 49}{space 3}0.494{col 57}{space 4}-1.326494{col 70}{space 3} .6420206
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.4211294{col 29}{space 2} .4759925{col 40}{space 1}   -0.88{col 49}{space 3}0.377{col 57}{space 4}-1.357914{col 70}{space 3} .5156551
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.6392128{col 29}{space 2} .5228494{col 40}{space 1}   -1.22{col 49}{space 3}0.222{col 57}{space 4}-1.668215{col 70}{space 3} .3897893
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2}-.1708046{col 29}{space 2} .4744221{col 40}{space 1}   -0.36{col 49}{space 3}0.719{col 57}{space 4}-1.104499{col 70}{space 3} .7628894
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.8142975{col 29}{space 2} .6300585{col 40}{space 1}   -1.29{col 49}{space 3}0.197{col 57}{space 4}-2.054294{col 70}{space 3}  .425699
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.5835141{col 29}{space 2} .4891758{col 40}{space 1}   -1.19{col 49}{space 3}0.234{col 57}{space 4}-1.546244{col 70}{space 3} .3792159
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.8020478{col 29}{space 2} .6025583{col 40}{space 1}   -1.33{col 49}{space 3}0.184{col 57}{space 4}-1.987922{col 70}{space 3} .3838266
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .6025697{col 29}{space 2} .6405908{col 40}{space 1}    0.94{col 49}{space 3}0.348{col 57}{space 4}-.6581551{col 70}{space 3} 1.863295
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} 2.406803{col 29}{space 2} .4482126{col 40}{space 1}    5.37{col 49}{space 3}0.000{col 57}{space 4} 1.524691{col 70}{space 3} 3.288915
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} 1.697621{col 29}{space 2} .8687981{col 40}{space 1}    1.95{col 49}{space 3}0.052{col 57}{space 4}-.0122312{col 70}{space 3} 3.407472
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} 1.096471{col 29}{space 2} .6830953{col 40}{space 1}    1.61{col 49}{space 3}0.110{col 57}{space 4}-.2479056{col 70}{space 3} 2.440847
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.525983{col 29}{space 2} .3445369{col 40}{space 1}    4.43{col 49}{space 3}0.000{col 57}{space 4} .8479115{col 70}{space 3} 2.204054
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2} .6381254{col 29}{space 2} .3985233{col 40}{space 1}    1.60{col 49}{space 3}0.110{col 57}{space 4}-.1461946{col 70}{space 3} 1.422446
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2} 1.809431{col 29}{space 2} .4775218{col 40}{space 1}    3.79{col 49}{space 3}0.000{col 57}{space 4} .8696371{col 70}{space 3} 2.749226
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2} .1461745{col 29}{space 2} 1.238471{col 40}{space 1}    0.12{col 49}{space 3}0.906{col 57}{space 4}-2.291218{col 70}{space 3} 2.583567
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-1.151971{col 29}{space 2} 1.070841{col 40}{space 1}   -1.08{col 49}{space 3}0.283{col 57}{space 4}-3.259457{col 70}{space 3} .9555155
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2} .2368973{col 29}{space 2}  .888044{col 40}{space 1}    0.27{col 49}{space 3}0.790{col 57}{space 4}-1.510832{col 70}{space 3} 1.984626
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-3.451024{col 29}{space 2} .0667668{col 40}{space 1}  -51.69{col 49}{space 3}0.000{col 57}{space 4}-3.582425{col 70}{space 3}-3.319623
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2} .3000693{col 29}{space 2} .4724705{col 40}{space 1}    0.64{col 49}{space 3}0.526{col 57}{space 4}-.6297836{col 70}{space 3} 1.229922
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.0981461{col 29}{space 2} .4152506{col 40}{space 1}   -0.24{col 49}{space 3}0.813{col 57}{space 4}-.9153866{col 70}{space 3} .7190943
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2} .1656445{col 29}{space 2} .8419029{col 40}{space 1}    0.20{col 49}{space 3}0.844{col 57}{space 4}-1.491276{col 70}{space 3} 1.822565
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} 1.010719{col 29}{space 2} .4688399{col 40}{space 1}    2.16{col 49}{space 3}0.032{col 57}{space 4} .0880109{col 70}{space 3} 1.933426
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} 2.334475{col 29}{space 2} .6727629{col 40}{space 1}    3.47{col 49}{space 3}0.001{col 57}{space 4} 1.010434{col 70}{space 3} 3.658517
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} 1.526244{col 29}{space 2}  .787427{col 40}{space 1}    1.94{col 49}{space 3}0.054{col 57}{space 4}-.0234643{col 70}{space 3} 3.075952
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2}  3.15443{col 29}{space 2} .0429718{col 40}{space 1}   73.41{col 49}{space 3}0.000{col 57}{space 4} 3.069859{col 70}{space 3} 3.239002
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} 2.452299{col 29}{space 2} .5243663{col 40}{space 1}    4.68{col 49}{space 3}0.000{col 57}{space 4} 1.420311{col 70}{space 3} 3.484286
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 5.394435{col 29}{space 2} .3812416{col 40}{space 1}   14.15{col 49}{space 3}0.000{col 57}{space 4} 4.644127{col 70}{space 3} 6.144744
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2} .4190693{col 29}{space 2} .5500512{col 40}{space 1}    0.76{col 49}{space 3}0.447{col 57}{space 4}-.6634677{col 70}{space 3} 1.501606
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-.2230472{col 29}{space 2} .6973156{col 40}{space 1}   -0.32{col 49}{space 3}0.749{col 57}{space 4} -1.59541{col 70}{space 3} 1.149316
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-.4227316{col 29}{space 2}  .515619{col 40}{space 1}   -0.82{col 49}{space 3}0.413{col 57}{space 4}-1.437504{col 70}{space 3} .5920405
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2} .0125841{col 29}{space 2} 1.398792{col 40}{space 1}    0.01{col 49}{space 3}0.993{col 57}{space 4}-2.740331{col 70}{space 3} 2.765499
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 4.228747{col 29}{space 2} .3398246{col 40}{space 1}   12.44{col 49}{space 3}0.000{col 57}{space 4}  3.55995{col 70}{space 3} 4.897544
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2} .2906847{col 29}{space 2} .6124811{col 40}{space 1}    0.47{col 49}{space 3}0.635{col 57}{space 4}-.9147182{col 70}{space 3} 1.496088
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} 3.112174{col 29}{space 2} .5911185{col 40}{space 1}    5.26{col 49}{space 3}0.000{col 57}{space 4} 1.948814{col 70}{space 3} 4.275534
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 2.633309{col 29}{space 2} .4768905{col 40}{space 1}    5.52{col 49}{space 3}0.000{col 57}{space 4} 1.694757{col 70}{space 3} 3.571861
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.0882071{col 29}{space 2} .3988116{col 40}{space 1}   -0.22{col 49}{space 3}0.825{col 57}{space 4}-.8730944{col 70}{space 3} .6966803
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} 2.255752{col 29}{space 2}  .575638{col 40}{space 1}    3.92{col 49}{space 3}0.000{col 57}{space 4} 1.122858{col 70}{space 3} 3.388645
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2} 1.507851{col 29}{space 2} .6652286{col 40}{space 1}    2.27{col 49}{space 3}0.024{col 57}{space 4} .1986372{col 70}{space 3} 2.817064
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 1.752674{col 29}{space 2} .4212772{col 40}{space 1}    4.16{col 49}{space 3}0.000{col 57}{space 4} .9235728{col 70}{space 3} 2.581775
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.2773028{col 29}{space 2} .6212723{col 40}{space 1}   -0.45{col 49}{space 3}0.656{col 57}{space 4}-1.500007{col 70}{space 3} .9454019
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.4446015{col 29}{space 2} 2.556046{col 40}{space 1}   -0.17{col 49}{space 3}0.862{col 57}{space 4}-5.475068{col 70}{space 3} 4.585865
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2} .1213749{col 29}{space 2} .5296657{col 40}{space 1}    0.23{col 49}{space 3}0.819{col 57}{space 4} -.921042{col 70}{space 3} 1.163792
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2} .0217162{col 29}{space 2}  .411293{col 40}{space 1}    0.05{col 49}{space 3}0.958{col 57}{space 4}-.7877355{col 70}{space 3} .8311679
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2} 4.036651{col 29}{space 2} .3263944{col 40}{space 1}   12.37{col 49}{space 3}0.000{col 57}{space 4} 3.394285{col 70}{space 3} 4.679016
{txt}{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2} .2776672{col 29}{space 2} .7844295{col 40}{space 1}    0.35{col 49}{space 3}0.724{col 57}{space 4}-1.266142{col 70}{space 3} 1.821476
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 2.648908{col 29}{space 2}   1.3803{col 40}{space 1}    1.92{col 49}{space 3}0.056{col 57}{space 4}-.0676122{col 70}{space 3} 5.365429
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} 1.140141{col 29}{space 2} .5847821{col 40}{space 1}    1.95{col 49}{space 3}0.052{col 57}{space 4}-.0107481{col 70}{space 3} 2.291031
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} 1.431298{col 29}{space 2} .3699201{col 40}{space 1}    3.87{col 49}{space 3}0.000{col 57}{space 4}  .703271{col 70}{space 3} 2.159325
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .6717389{col 29}{space 2}  .594539{col 40}{space 1}    1.13{col 49}{space 3}0.259{col 57}{space 4}-.4983529{col 70}{space 3} 1.841831
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.061159{col 29}{space 2}   .23595{col 40}{space 1}   -8.74{col 49}{space 3}0.000{col 57}{space 4}-2.525524{col 70}{space 3}-1.596794
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2} .0595654{col 29}{space 2} .3646356{col 40}{space 1}    0.16{col 49}{space 3}0.870{col 57}{space 4}-.6580614{col 70}{space 3} .7771922
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2}  .379029{col 29}{space 2} .4354342{col 40}{space 1}    0.87{col 49}{space 3}0.385{col 57}{space 4}-.4779341{col 70}{space 3} 1.235992
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .3187137{col 29}{space 2} .3293973{col 40}{space 1}    0.97{col 49}{space 3}0.334{col 57}{space 4}-.3295619{col 70}{space 3} .9669892
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} .3535036{col 29}{space 2} .3426388{col 40}{space 1}    1.03{col 49}{space 3}0.303{col 57}{space 4}-.3208321{col 70}{space 3} 1.027839
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2} 1.181156{col 29}{space 2} .7197816{col 40}{space 1}    1.64{col 49}{space 3}0.102{col 57}{space 4}-.2354217{col 70}{space 3} 2.597733
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} .3747761{col 29}{space 2} .7918091{col 40}{space 1}    0.47{col 49}{space 3}0.636{col 57}{space 4}-1.183556{col 70}{space 3} 1.933108
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .3612309{col 29}{space 2} .7551147{col 40}{space 1}    0.48{col 49}{space 3}0.633{col 57}{space 4}-1.124884{col 70}{space 3} 1.847346
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}-.9637269{col 29}{space 2} .7830149{col 40}{space 1}   -1.23{col 49}{space 3}0.219{col 57}{space 4}-2.504752{col 70}{space 3} .5772978
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2} .0237069{col 29}{space 2} .7972216{col 40}{space 1}    0.03{col 49}{space 3}0.976{col 57}{space 4}-1.545278{col 70}{space 3} 1.592691
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2} -.872972{col 29}{space 2} .4527917{col 40}{space 1}   -1.93{col 49}{space 3}0.055{col 57}{space 4}-1.764096{col 70}{space 3} .0181518
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2} .0202677{col 29}{space 2} 1.011077{col 40}{space 1}    0.02{col 49}{space 3}0.984{col 57}{space 4}-1.969598{col 70}{space 3} 2.010133
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2} .2173118{col 29}{space 2} .4205891{col 40}{space 1}    0.52{col 49}{space 3}0.606{col 57}{space 4}-.6104351{col 70}{space 3} 1.045059
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2} .0537661{col 29}{space 2} .4207485{col 40}{space 1}    0.13{col 49}{space 3}0.898{col 57}{space 4}-.7742946{col 70}{space 3} .8818268
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-.2133677{col 29}{space 2} .4299954{col 40}{space 1}   -0.50{col 49}{space 3}0.620{col 57}{space 4}-1.059627{col 70}{space 3} .6328915
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.1326054{col 29}{space 2} .4796619{col 40}{space 1}   -0.28{col 49}{space 3}0.782{col 57}{space 4}-1.076612{col 70}{space 3} .8114008
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2} .4957053{col 29}{space 2} .4280507{col 40}{space 1}    1.16{col 49}{space 3}0.248{col 57}{space 4}-.3467266{col 70}{space 3} 1.338137
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.567906{col 29}{space 2} .0852691{col 40}{space 1}   30.12{col 49}{space 3}0.000{col 57}{space 4} 2.400091{col 70}{space 3} 2.735721
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 7.581308{col 29}{space 2} .6113025{col 40}{space 1}   12.40{col 49}{space 3}0.000{col 57}{space 4} 6.378225{col 70}{space 3} 8.784392
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg pols_responsible log_hs_peers age male race_others black hispanic asian college i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,566
                                                {txt}F(16, 303)        =  {res}     9.58
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1449
                                                {txt}Root MSE          =    {res} 2.5439

{txt}{ralign 79:(Std. Err. adjusted for {res:304} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}pols_respon~e{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 1}log_hs_peers {c |}{col 15}{res}{space 2} .7032567{col 27}{space 2} .1345915{col 38}{space 1}    5.23{col 47}{space 3}0.000{col 55}{space 4} .4384044{col 68}{space 3}  .968109
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0294728{col 27}{space 2} .0051326{col 38}{space 1}   -5.74{col 47}{space 3}0.000{col 55}{space 4}-.0395729{col 68}{space 3}-.0193726
{txt}{space 9}male {c |}{col 15}{res}{space 2} .2435154{col 27}{space 2} .1631841{col 38}{space 1}    1.49{col 47}{space 3}0.137{col 55}{space 4}-.0776023{col 68}{space 3}  .564633
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-1.173746{col 27}{space 2} .7191742{col 38}{space 1}   -1.63{col 47}{space 3}0.104{col 55}{space 4}-2.588954{col 68}{space 3} .2414626
{txt}{space 8}black {c |}{col 15}{res}{space 2} .3435257{col 27}{space 2} .2417354{col 38}{space 1}    1.42{col 47}{space 3}0.156{col 55}{space 4}-.1321671{col 68}{space 3} .8192185
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1085393{col 27}{space 2} .3891432{col 38}{space 1}    0.28{col 47}{space 3}0.780{col 55}{space 4}-.6572261{col 68}{space 3} .8743047
{txt}{space 8}asian {c |}{col 15}{res}{space 2}-.3459777{col 27}{space 2} .3700883{col 38}{space 1}   -0.93{col 47}{space 3}0.351{col 55}{space 4}-1.074246{col 68}{space 3}  .382291
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.2994282{col 27}{space 2} .1520341{col 38}{space 1}   -1.97{col 47}{space 3}0.050{col 55}{space 4}-.5986045{col 68}{space 3}-.0002519
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.2529976{col 27}{space 2} .4578859{col 38}{space 1}   -0.55{col 47}{space 3}0.581{col 55}{space 4}-1.154037{col 68}{space 3} .6480414
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.3228381{col 27}{space 2} .4412565{col 38}{space 1}   -0.73{col 47}{space 3}0.465{col 55}{space 4}-1.191153{col 68}{space 3} .5454771
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.4172483{col 27}{space 2} .4888009{col 38}{space 1}   -0.85{col 47}{space 3}0.394{col 55}{space 4}-1.379122{col 68}{space 3} .5446259
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.0434427{col 27}{space 2} .4338111{col 38}{space 1}   -0.10{col 47}{space 3}0.920{col 55}{space 4}-.8971067{col 68}{space 3} .8102213
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2} -.690538{col 27}{space 2} .5433616{col 38}{space 1}   -1.27{col 47}{space 3}0.205{col 55}{space 4}-1.759778{col 68}{space 3} .3787021
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.4472822{col 27}{space 2} .4777705{col 38}{space 1}   -0.94{col 47}{space 3}0.350{col 55}{space 4} -1.38745{col 68}{space 3}  .492886
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.7559649{col 27}{space 2} .5928007{col 38}{space 1}   -1.28{col 47}{space 3}0.203{col 55}{space 4}-1.922492{col 68}{space 3} .4105627
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}  .699953{col 27}{space 2} .5472221{col 38}{space 1}    1.28{col 47}{space 3}0.202{col 55}{space 4}-.3768838{col 68}{space 3}  1.77679
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 7.320119{col 27}{space 2}  .491266{col 38}{space 1}   14.90{col 47}{space 3}0.000{col 55}{space 4} 6.353395{col 68}{space 3} 8.286844
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg pols_responsible log_hs_peers age male race_others black hispanic asian college i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)

Linear regression                               Number of obs     = {res}     1,566
                                                {txt}{help j_robustsingular:F(62, 303) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.1916
                                                {txt}Root MSE          =    {res}  2.522

{txt}{ralign 81:(Std. Err. adjusted for {res:304} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6138554{col 29}{space 2} .1157497{col 40}{space 1}    5.30{col 49}{space 3}0.000{col 57}{space 4} .3860802{col 70}{space 3} .8416305
{txt}{space 12}age {c |}{col 17}{res}{space 2}-.0305536{col 29}{space 2}   .00514{col 40}{space 1}   -5.94{col 49}{space 3}0.000{col 57}{space 4}-.0406682{col 70}{space 3} -.020439
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1601779{col 29}{space 2} .1671394{col 40}{space 1}    0.96{col 49}{space 3}0.339{col 57}{space 4}-.1687231{col 70}{space 3} .4890788
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-.9820194{col 29}{space 2} .7122155{col 40}{space 1}   -1.38{col 49}{space 3}0.169{col 57}{space 4}-2.383534{col 70}{space 3} .4194954
{txt}{space 10}black {c |}{col 17}{res}{space 2} .3581633{col 29}{space 2} .2665469{col 40}{space 1}    1.34{col 49}{space 3}0.180{col 57}{space 4}-.1663542{col 70}{space 3} .8826808
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .0890988{col 29}{space 2}  .379015{col 40}{space 1}    0.24{col 49}{space 3}0.814{col 57}{space 4} -.656736{col 70}{space 3} .8349336
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.2902964{col 29}{space 2}  .395361{col 40}{space 1}   -0.73{col 49}{space 3}0.463{col 57}{space 4}-1.068297{col 70}{space 3} .4877045
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.1364936{col 29}{space 2} .1722785{col 40}{space 1}   -0.79{col 49}{space 3}0.429{col 57}{space 4}-.4755075{col 70}{space 3} .2025203
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3442961{col 29}{space 2}  .464069{col 40}{space 1}   -0.74{col 49}{space 3}0.459{col 57}{space 4}-1.257502{col 70}{space 3}   .56891
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.4090546{col 29}{space 2} .4514303{col 40}{space 1}   -0.91{col 49}{space 3}0.366{col 57}{space 4} -1.29739{col 70}{space 3} .4792809
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2} -.566876{col 29}{space 2} .4970787{col 40}{space 1}   -1.14{col 49}{space 3}0.255{col 57}{space 4}-1.545039{col 70}{space 3} .4112875
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2}-.1478013{col 29}{space 2} .4425091{col 40}{space 1}   -0.33{col 49}{space 3}0.739{col 57}{space 4}-1.018581{col 70}{space 3} .7229787
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2} -.787944{col 29}{space 2} .5830315{col 40}{space 1}   -1.35{col 49}{space 3}0.178{col 57}{space 4}-1.935247{col 70}{space 3} .3593594
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.6277023{col 29}{space 2} .4704853{col 40}{space 1}   -1.33{col 49}{space 3}0.183{col 57}{space 4}-1.553535{col 70}{space 3} .2981301
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.8349874{col 29}{space 2} .5792698{col 40}{space 1}   -1.44{col 49}{space 3}0.150{col 57}{space 4}-1.974888{col 70}{space 3} .3049136
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .3601502{col 29}{space 2} .5159898{col 40}{space 1}    0.70{col 49}{space 3}0.486{col 57}{space 4} -.655227{col 70}{space 3} 1.375527
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} 1.330463{col 29}{space 2} .4118755{col 40}{space 1}    3.23{col 49}{space 3}0.001{col 57}{space 4} .5199644{col 70}{space 3} 2.140962
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} 1.205533{col 29}{space 2} .8883337{col 40}{space 1}    1.36{col 49}{space 3}0.176{col 57}{space 4}-.5425516{col 70}{space 3} 2.953617
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .9020987{col 29}{space 2} .7553897{col 40}{space 1}    1.19{col 49}{space 3}0.233{col 57}{space 4}-.5843754{col 70}{space 3} 2.388573
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2}  1.44889{col 29}{space 2} .3310392{col 40}{space 1}    4.38{col 49}{space 3}0.000{col 57}{space 4} .7974627{col 70}{space 3} 2.100316
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2} .3994479{col 29}{space 2}  .384846{col 40}{space 1}    1.04{col 49}{space 3}0.300{col 57}{space 4}-.3578613{col 70}{space 3} 1.156757
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2}  .649044{col 29}{space 2} .4224366{col 40}{space 1}    1.54{col 49}{space 3}0.125{col 57}{space 4}-.1822368{col 70}{space 3} 1.480325
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.1044558{col 29}{space 2} 1.213859{col 40}{space 1}   -0.09{col 49}{space 3}0.931{col 57}{space 4}-2.493116{col 70}{space 3} 2.284205
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2} -1.28455{col 29}{space 2} .8545425{col 40}{space 1}   -1.50{col 49}{space 3}0.134{col 57}{space 4}-2.966139{col 70}{space 3} .3970394
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2} .0933245{col 29}{space 2} .8792641{col 40}{space 1}    0.11{col 49}{space 3}0.916{col 57}{space 4}-1.636913{col 70}{space 3} 1.823562
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-3.397197{col 29}{space 2} .0668198{col 40}{space 1}  -50.84{col 49}{space 3}0.000{col 57}{space 4}-3.528687{col 70}{space 3}-3.265707
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2}-.7435476{col 29}{space 2} .3502303{col 40}{space 1}   -2.12{col 49}{space 3}0.035{col 57}{space 4}-1.432739{col 70}{space 3}-.0543559
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.2785178{col 29}{space 2} .3997653{col 40}{space 1}   -0.70{col 49}{space 3}0.487{col 57}{space 4}-1.065186{col 70}{space 3}   .50815
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}  .075613{col 29}{space 2} .8724966{col 40}{space 1}    0.09{col 49}{space 3}0.931{col 57}{space 4}-1.641307{col 70}{space 3} 1.792533
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .7978827{col 29}{space 2} .4624768{col 40}{space 1}    1.73{col 49}{space 3}0.086{col 57}{space 4}-.1121902{col 70}{space 3} 1.707956
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} 1.000449{col 29}{space 2} .7288962{col 40}{space 1}    1.37{col 49}{space 3}0.171{col 57}{space 4}-.4338907{col 70}{space 3} 2.434788
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2} 1.109744{col 29}{space 2} .8016077{col 40}{space 1}    1.38{col 49}{space 3}0.167{col 57}{space 4} -.467679{col 70}{space 3} 2.687167
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2} 3.091661{col 29}{space 2}   .01542{col 40}{space 1}  200.50{col 49}{space 3}0.000{col 57}{space 4} 3.061317{col 70}{space 3} 3.122005
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} 1.183513{col 29}{space 2} .5713941{col 40}{space 1}    2.07{col 49}{space 3}0.039{col 57}{space 4} .0591099{col 70}{space 3} 2.307916
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 5.135537{col 29}{space 2} .3792164{col 40}{space 1}   13.54{col 49}{space 3}0.000{col 57}{space 4} 4.389306{col 70}{space 3} 5.881768
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2} .0159997{col 29}{space 2}  .480102{col 40}{space 1}    0.03{col 49}{space 3}0.973{col 57}{space 4}-.9287565{col 70}{space 3}  .960756
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-.5066155{col 29}{space 2} .6688231{col 40}{space 1}   -0.76{col 49}{space 3}0.449{col 57}{space 4}-1.822742{col 70}{space 3} .8095108
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-.6162544{col 29}{space 2} .5403234{col 40}{space 1}   -1.14{col 49}{space 3}0.255{col 57}{space 4}-1.679516{col 70}{space 3}  .447007
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.4974371{col 29}{space 2} .9999328{col 40}{space 1}   -0.50{col 49}{space 3}0.619{col 57}{space 4}-2.465129{col 70}{space 3} 1.470255
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 4.324588{col 29}{space 2} .3336622{col 40}{space 1}   12.96{col 49}{space 3}0.000{col 57}{space 4} 3.667999{col 70}{space 3} 4.981176
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2} .1684581{col 29}{space 2} .5986771{col 40}{space 1}    0.28{col 49}{space 3}0.779{col 57}{space 4}-1.009633{col 70}{space 3} 1.346549
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2}  1.75469{col 29}{space 2} .5597788{col 40}{space 1}    3.13{col 49}{space 3}0.002{col 57}{space 4} .6531436{col 70}{space 3} 2.856236
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 2.481028{col 29}{space 2} .4384925{col 40}{space 1}    5.66{col 49}{space 3}0.000{col 57}{space 4} 1.618152{col 70}{space 3} 3.343904
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.0573486{col 29}{space 2} .3578079{col 40}{space 1}   -0.16{col 49}{space 3}0.873{col 57}{space 4}-.7614516{col 70}{space 3} .6467543
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} .9268376{col 29}{space 2} .5384993{col 40}{space 1}    1.72{col 49}{space 3}0.086{col 57}{space 4}-.1328343{col 70}{space 3} 1.986509
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2} .6061162{col 29}{space 2} .4695215{col 40}{space 1}    1.29{col 49}{space 3}0.198{col 57}{space 4}-.3178194{col 70}{space 3} 1.530052
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 1.662976{col 29}{space 2}  .418422{col 40}{space 1}    3.97{col 49}{space 3}0.000{col 57}{space 4} .8395948{col 70}{space 3} 2.486357
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.5374922{col 29}{space 2} .6477156{col 40}{space 1}   -0.83{col 49}{space 3}0.407{col 57}{space 4}-1.812083{col 70}{space 3} .7370981
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.3562754{col 29}{space 2}  2.54631{col 40}{space 1}   -0.14{col 49}{space 3}0.889{col 57}{space 4}-5.366966{col 70}{space 3} 4.654415
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.1032053{col 29}{space 2} .5850723{col 40}{space 1}   -0.18{col 49}{space 3}0.860{col 57}{space 4}-1.254525{col 70}{space 3} 1.048114
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.1285578{col 29}{space 2} .3943823{col 40}{space 1}   -0.33{col 49}{space 3}0.745{col 57}{space 4}-.9046329{col 70}{space 3} .6475173
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2} 4.021139{col 29}{space 2} .3203595{col 40}{space 1}   12.55{col 49}{space 3}0.000{col 57}{space 4} 3.390728{col 70}{space 3}  4.65155
{txt}{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-.2693283{col 29}{space 2} .7096586{col 40}{space 1}   -0.38{col 49}{space 3}0.705{col 57}{space 4}-1.665812{col 70}{space 3} 1.127155
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2} 2.268088{col 29}{space 2}  1.31886{col 40}{space 1}    1.72{col 49}{space 3}0.087{col 57}{space 4}-.3271966{col 70}{space 3} 4.863373
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} 1.091637{col 29}{space 2} .5911689{col 40}{space 1}    1.85{col 49}{space 3}0.066{col 57}{space 4}-.0716798{col 70}{space 3} 2.254953
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} 1.382428{col 29}{space 2}  .404703{col 40}{space 1}    3.42{col 49}{space 3}0.001{col 57}{space 4} .5860437{col 70}{space 3} 2.178812
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .4093986{col 29}{space 2} .6810302{col 40}{space 1}    0.60{col 49}{space 3}0.548{col 57}{space 4}-.9307491{col 70}{space 3} 1.749546
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.106535{col 29}{space 2} .2222777{col 40}{space 1}   -9.48{col 49}{space 3}0.000{col 57}{space 4}-2.543939{col 70}{space 3}-1.669132
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2}-.7809688{col 29}{space 2} .4378986{col 40}{space 1}   -1.78{col 49}{space 3}0.076{col 57}{space 4}-1.642676{col 70}{space 3} .0807386
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2} .1348264{col 29}{space 2} .4425728{col 40}{space 1}    0.30{col 49}{space 3}0.761{col 57}{space 4} -.736079{col 70}{space 3} 1.005732
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .2528225{col 29}{space 2} .3174346{col 40}{space 1}    0.80{col 49}{space 3}0.426{col 57}{space 4}-.3718329{col 70}{space 3}  .877478
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} .1203284{col 29}{space 2} .3297501{col 40}{space 1}    0.36{col 49}{space 3}0.715{col 57}{space 4}-.5285617{col 70}{space 3} .7692185
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2} .6013084{col 29}{space 2} .5708484{col 40}{space 1}    1.05{col 49}{space 3}0.293{col 57}{space 4}-.5220209{col 70}{space 3} 1.724638
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} .2028451{col 29}{space 2} .8026303{col 40}{space 1}    0.25{col 49}{space 3}0.801{col 57}{space 4} -1.37659{col 70}{space 3}  1.78228
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2}   .06403{col 29}{space 2} .7323839{col 40}{space 1}    0.09{col 49}{space 3}0.930{col 57}{space 4}-1.377173{col 70}{space 3} 1.505233
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}-1.216898{col 29}{space 2} .7715474{col 40}{space 1}   -1.58{col 49}{space 3}0.116{col 57}{space 4}-2.735167{col 70}{space 3} .3013718
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.2883217{col 29}{space 2} .8269642{col 40}{space 1}   -0.35{col 49}{space 3}0.728{col 57}{space 4}-1.915642{col 70}{space 3} 1.338998
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.028342{col 29}{space 2} .4428051{col 40}{space 1}   -2.32{col 49}{space 3}0.021{col 57}{space 4}-1.899705{col 70}{space 3}-.1569797
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-.3512087{col 29}{space 2} .9358665{col 40}{space 1}   -0.38{col 49}{space 3}0.708{col 57}{space 4}-2.192829{col 70}{space 3} 1.490412
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.0801362{col 29}{space 2} .4266042{col 40}{space 1}   -0.19{col 49}{space 3}0.851{col 57}{space 4}-.9196182{col 70}{space 3} .7593457
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.1070278{col 29}{space 2} .4201658{col 40}{space 1}   -0.25{col 49}{space 3}0.799{col 57}{space 4}-.9338402{col 70}{space 3} .7197847
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-.4550649{col 29}{space 2} .4136769{col 40}{space 1}   -1.10{col 49}{space 3}0.272{col 57}{space 4}-1.269108{col 70}{space 3} .3589784
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.2277676{col 29}{space 2} .4519286{col 40}{space 1}   -0.50{col 49}{space 3}0.615{col 57}{space 4}-1.117084{col 70}{space 3} .6615483
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2} .0958626{col 29}{space 2} .4024068{col 40}{space 1}    0.24{col 49}{space 3}0.812{col 57}{space 4}-.6960031{col 70}{space 3} .8877283
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.458304{col 29}{space 2} .0770998{col 40}{space 1}   31.88{col 49}{space 3}0.000{col 57}{space 4} 2.306585{col 70}{space 3} 2.610023
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 7.440467{col 29}{space 2} .5520402{col 40}{space 1}   13.48{col 49}{space 3}0.000{col 57}{space 4} 6.354149{col 70}{space 3} 8.526786
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg pols_responsible hub_taa10 nhub_taa10 log_hs_peers age male race_others black hispanic asian college i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,555
                                                {txt}F(18, 294)        =  {res}     8.60
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.1459
                                                {txt}Root MSE          =    {res} 2.5503

{txt}{ralign 79:(Std. Err. adjusted for {res:295} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}pols_respon~e{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}hub_taa10 {c |}{col 15}{res}{space 2}  .006913{col 27}{space 2} .0057565{col 38}{space 1}    1.20{col 47}{space 3}0.231{col 55}{space 4}-.0044162{col 68}{space 3} .0182421
{txt}{space 3}nhub_taa10 {c |}{col 15}{res}{space 2} .0019997{col 27}{space 2} .0035716{col 38}{space 1}    0.56{col 47}{space 3}0.576{col 55}{space 4}-.0050294{col 68}{space 3} .0090289
{txt}{space 1}log_hs_peers {c |}{col 15}{res}{space 2} .7065576{col 27}{space 2}   .13671{col 38}{space 1}    5.17{col 47}{space 3}0.000{col 55}{space 4} .4375033{col 68}{space 3} .9756119
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0295634{col 27}{space 2} .0051907{col 38}{space 1}   -5.70{col 47}{space 3}0.000{col 55}{space 4}-.0397791{col 68}{space 3}-.0193477
{txt}{space 9}male {c |}{col 15}{res}{space 2} .2477027{col 27}{space 2} .1652513{col 38}{space 1}    1.50{col 47}{space 3}0.135{col 55}{space 4}-.0775227{col 68}{space 3} .5729282
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-1.057885{col 27}{space 2} .7506933{col 38}{space 1}   -1.41{col 47}{space 3}0.160{col 55}{space 4}-2.535298{col 68}{space 3} .4195291
{txt}{space 8}black {c |}{col 15}{res}{space 2} .3559991{col 27}{space 2} .2410357{col 38}{space 1}    1.48{col 47}{space 3}0.141{col 55}{space 4} -.118375{col 68}{space 3} .8303731
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1367292{col 27}{space 2} .3957953{col 38}{space 1}    0.35{col 47}{space 3}0.730{col 55}{space 4} -.642222{col 68}{space 3} .9156804
{txt}{space 8}asian {c |}{col 15}{res}{space 2}-.2684416{col 27}{space 2} .3786221{col 38}{space 1}   -0.71{col 47}{space 3}0.479{col 55}{space 4}-1.013595{col 68}{space 3} .4767115
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.2939259{col 27}{space 2} .1526083{col 38}{space 1}   -1.93{col 47}{space 3}0.055{col 55}{space 4} -.594269{col 68}{space 3} .0064172
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.2448938{col 27}{space 2} .4568417{col 38}{space 1}   -0.54{col 47}{space 3}0.592{col 55}{space 4}-1.143988{col 68}{space 3} .6542006
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.3607758{col 27}{space 2} .4371743{col 38}{space 1}   -0.83{col 47}{space 3}0.410{col 55}{space 4}-1.221164{col 68}{space 3}  .499612
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.4794212{col 27}{space 2} .4891056{col 38}{space 1}   -0.98{col 47}{space 3}0.328{col 55}{space 4}-1.442013{col 68}{space 3} .4831708
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.0587151{col 27}{space 2} .4281149{col 38}{space 1}   -0.14{col 47}{space 3}0.891{col 55}{space 4}-.9012734{col 68}{space 3} .7838432
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.7317845{col 27}{space 2}  .543349{col 38}{space 1}   -1.35{col 47}{space 3}0.179{col 55}{space 4}-1.801131{col 68}{space 3}  .337562
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.4440607{col 27}{space 2}   .47514{col 38}{space 1}   -0.93{col 47}{space 3}0.351{col 55}{space 4}-1.379167{col 68}{space 3} .4910461
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.7182109{col 27}{space 2} .5975788{col 38}{space 1}   -1.20{col 47}{space 3}0.230{col 55}{space 4}-1.894285{col 68}{space 3} .4578634
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2} .7185822{col 27}{space 2} .5465689{col 38}{space 1}    1.31{col 47}{space 3}0.190{col 55}{space 4}-.3571013{col 68}{space 3} 1.794266
{txt}{space 8}_cons {c |}{col 15}{res}{space 2}  7.25552{col 27}{space 2} .4981732{col 38}{space 1}   14.56{col 47}{space 3}0.000{col 55}{space 4} 6.275082{col 68}{space 3} 8.235957
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg pols_responsible hub_taa10 nhub_taa10 log_hs_peers age male race_others black hispanic asian college i.census_division i.cluster_code, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)
i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)

Linear regression                               Number of obs     = {res}     1,555
                                                {txt}{help j_robustsingular:F(64, 294) }       =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.1927
                                                {txt}Root MSE          =    {res} 2.5283

{txt}{ralign 81:(Std. Err. adjusted for {res:295} clusters in czone)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}pols_responsi~e{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_taa10 {c |}{col 17}{res}{space 2} .0097305{col 29}{space 2}  .006546{col 40}{space 1}    1.49{col 49}{space 3}0.138{col 57}{space 4}-.0031524{col 70}{space 3} .0226135
{txt}{space 5}nhub_taa10 {c |}{col 17}{res}{space 2} .0026017{col 29}{space 2} .0037975{col 40}{space 1}    0.69{col 49}{space 3}0.494{col 57}{space 4}-.0048721{col 70}{space 3} .0100754
{txt}{space 3}log_hs_peers {c |}{col 17}{res}{space 2} .6176165{col 29}{space 2} .1172025{col 40}{space 1}    5.27{col 49}{space 3}0.000{col 57}{space 4} .3869543{col 70}{space 3} .8482787
{txt}{space 12}age {c |}{col 17}{res}{space 2} -.030751{col 29}{space 2} .0052059{col 40}{space 1}   -5.91{col 49}{space 3}0.000{col 57}{space 4}-.0409966{col 70}{space 3}-.0205054
{txt}{space 11}male {c |}{col 17}{res}{space 2} .1689317{col 29}{space 2} .1696229{col 40}{space 1}    1.00{col 49}{space 3}0.320{col 57}{space 4}-.1648973{col 70}{space 3} .5027607
{txt}{space 4}race_others {c |}{col 17}{res}{space 2}-.8638412{col 29}{space 2} .7403401{col 40}{space 1}   -1.17{col 49}{space 3}0.244{col 57}{space 4}-2.320879{col 70}{space 3} .5931967
{txt}{space 10}black {c |}{col 17}{res}{space 2} .3718377{col 29}{space 2} .2658103{col 40}{space 1}    1.40{col 49}{space 3}0.163{col 57}{space 4}-.1512945{col 70}{space 3} .8949698
{txt}{space 7}hispanic {c |}{col 17}{res}{space 2} .1190635{col 29}{space 2} .3876936{col 40}{space 1}    0.31{col 49}{space 3}0.759{col 57}{space 4} -.643943{col 70}{space 3} .8820701
{txt}{space 10}asian {c |}{col 17}{res}{space 2}-.2205166{col 29}{space 2} .4033227{col 40}{space 1}   -0.55{col 49}{space 3}0.585{col 57}{space 4}-1.014282{col 70}{space 3}  .573249
{txt}{space 8}college {c |}{col 17}{res}{space 2}-.1337393{col 29}{space 2} .1736577{col 40}{space 1}   -0.77{col 49}{space 3}0.442{col 57}{space 4} -.475509{col 70}{space 3} .2080304
{txt}{space 2}_Icensus_di_2 {c |}{col 17}{res}{space 2}-.3421298{col 29}{space 2} .4604441{col 40}{space 1}   -0.74{col 49}{space 3}0.458{col 57}{space 4}-1.248314{col 70}{space 3} .5640544
{txt}{space 2}_Icensus_di_3 {c |}{col 17}{res}{space 2}-.4644483{col 29}{space 2} .4405678{col 40}{space 1}   -1.05{col 49}{space 3}0.293{col 57}{space 4}-1.331515{col 70}{space 3} .4026181
{txt}{space 2}_Icensus_di_4 {c |}{col 17}{res}{space 2}-.6264732{col 29}{space 2} .4943916{col 40}{space 1}   -1.27{col 49}{space 3}0.206{col 57}{space 4}-1.599468{col 70}{space 3}  .346522
{txt}{space 2}_Icensus_di_5 {c |}{col 17}{res}{space 2}-.1712133{col 29}{space 2} .4326819{col 40}{space 1}   -0.40{col 49}{space 3}0.693{col 57}{space 4} -1.02276{col 70}{space 3} .6803332
{txt}{space 2}_Icensus_di_6 {c |}{col 17}{res}{space 2}-.8444024{col 29}{space 2} .5760082{col 40}{space 1}   -1.47{col 49}{space 3}0.144{col 57}{space 4}-1.978024{col 70}{space 3} .2892196
{txt}{space 2}_Icensus_di_7 {c |}{col 17}{res}{space 2}-.6339735{col 29}{space 2} .4627645{col 40}{space 1}   -1.37{col 49}{space 3}0.172{col 57}{space 4}-1.544725{col 70}{space 3} .2767774
{txt}{space 2}_Icensus_di_8 {c |}{col 17}{res}{space 2}-.7981092{col 29}{space 2} .5784078{col 40}{space 1}   -1.38{col 49}{space 3}0.169{col 57}{space 4}-1.936454{col 70}{space 3} .3402355
{txt}{space 2}_Icensus_di_9 {c |}{col 17}{res}{space 2} .3687127{col 29}{space 2} .5092764{col 40}{space 1}    0.72{col 49}{space 3}0.470{col 57}{space 4}-.6335766{col 70}{space 3} 1.371002
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2} 1.363741{col 29}{space 2} .4242452{col 40}{space 1}    3.21{col 49}{space 3}0.001{col 57}{space 4} .5287983{col 70}{space 3} 2.198683
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2} 1.261596{col 29}{space 2} .9038266{col 40}{space 1}    1.40{col 49}{space 3}0.164{col 57}{space 4}-.5171939{col 70}{space 3} 3.040386
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} .9094453{col 29}{space 2} .7621958{col 40}{space 1}    1.19{col 49}{space 3}0.234{col 57}{space 4}-.5906061{col 70}{space 3} 2.409497
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2} 1.490022{col 29}{space 2} .3345882{col 40}{space 1}    4.45{col 49}{space 3}0.000{col 57}{space 4} .8315309{col 70}{space 3} 2.148514
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2} .4127535{col 29}{space 2} .3918255{col 40}{space 1}    1.05{col 49}{space 3}0.293{col 57}{space 4}-.3583848{col 70}{space 3} 1.183892
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2} .6723471{col 29}{space 2} .4348318{col 40}{space 1}    1.55{col 49}{space 3}0.123{col 57}{space 4}-.1834303{col 70}{space 3} 1.528125
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2}-.0677067{col 29}{space 2} 1.219102{col 40}{space 1}   -0.06{col 49}{space 3}0.956{col 57}{space 4}-2.466979{col 70}{space 3} 2.331566
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2}-1.281466{col 29}{space 2} .8165209{col 40}{space 1}   -1.57{col 49}{space 3}0.118{col 57}{space 4}-2.888433{col 70}{space 3} .3255008
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2} .1352135{col 29}{space 2} .8880381{col 40}{space 1}    0.15{col 49}{space 3}0.879{col 57}{space 4}-1.612504{col 70}{space 3} 1.882931
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2}-3.399763{col 29}{space 2}  .067677{col 40}{space 1}  -50.24{col 49}{space 3}0.000{col 57}{space 4}-3.532956{col 70}{space 3}-3.266571
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2}-.9316152{col 29}{space 2} .4355684{col 40}{space 1}   -2.14{col 49}{space 3}0.033{col 57}{space 4}-1.788842{col 70}{space 3}-.0743879
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.2533234{col 29}{space 2} .4069986{col 40}{space 1}   -0.62{col 49}{space 3}0.534{col 57}{space 4}-1.054323{col 70}{space 3} .5476765
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2}-.0024757{col 29}{space 2} .8349789{col 40}{space 1}   -0.00{col 49}{space 3}0.998{col 57}{space 4}-1.645769{col 70}{space 3} 1.640818
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2} .8213991{col 29}{space 2} .4727183{col 40}{space 1}    1.74{col 49}{space 3}0.083{col 57}{space 4}-.1089415{col 70}{space 3}  1.75174
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} 1.015519{col 29}{space 2} .7364659{col 40}{space 1}    1.38{col 49}{space 3}0.169{col 57}{space 4}-.4338947{col 70}{space 3} 2.464932
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2}  1.14901{col 29}{space 2} .7952621{col 40}{space 1}    1.44{col 49}{space 3}0.150{col 57}{space 4}-.4161185{col 70}{space 3} 2.714138
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2} 3.150455{col 29}{space 2} .0417944{col 40}{space 1}   75.38{col 49}{space 3}0.000{col 57}{space 4} 3.068201{col 70}{space 3} 3.232709
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2} 1.192926{col 29}{space 2} .5637703{col 40}{space 1}    2.12{col 49}{space 3}0.035{col 57}{space 4} .0833886{col 70}{space 3} 2.302462
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} 5.240899{col 29}{space 2} .3921204{col 40}{space 1}   13.37{col 49}{space 3}0.000{col 57}{space 4}  4.46918{col 70}{space 3} 6.012617
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2} .0641519{col 29}{space 2} .4806864{col 40}{space 1}    0.13{col 49}{space 3}0.894{col 57}{space 4}-.8818705{col 70}{space 3} 1.010174
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2}-.4502313{col 29}{space 2} .6801134{col 40}{space 1}   -0.66{col 49}{space 3}0.508{col 57}{space 4}-1.788739{col 70}{space 3} .8882766
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-.5910967{col 29}{space 2} .5414458{col 40}{space 1}   -1.09{col 49}{space 3}0.276{col 57}{space 4}-1.656698{col 70}{space 3} .4745042
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.8240875{col 29}{space 2} .8747023{col 40}{space 1}   -0.94{col 49}{space 3}0.347{col 57}{space 4}-2.545559{col 70}{space 3} .8973841
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2} 4.383859{col 29}{space 2} .3483514{col 40}{space 1}   12.58{col 49}{space 3}0.000{col 57}{space 4}  3.69828{col 70}{space 3} 5.069437
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2} .1977441{col 29}{space 2} .6032295{col 40}{space 1}    0.33{col 49}{space 3}0.743{col 57}{space 4}-.9894512{col 70}{space 3} 1.384939
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2} 1.798289{col 29}{space 2} .5742629{col 40}{space 1}    3.13{col 49}{space 3}0.002{col 57}{space 4} .6681017{col 70}{space 3} 2.928476
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} 2.513663{col 29}{space 2} .4670615{col 40}{space 1}    5.38{col 49}{space 3}0.000{col 57}{space 4} 1.594455{col 70}{space 3}  3.43287
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.0021564{col 29}{space 2}  .388693{col 40}{space 1}   -0.01{col 49}{space 3}0.996{col 57}{space 4}-.7671297{col 70}{space 3} .7628169
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2} .9656776{col 29}{space 2} .5514937{col 40}{space 1}    1.75{col 49}{space 3}0.081{col 57}{space 4}-.1196982{col 70}{space 3} 2.051053
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2} .5892175{col 29}{space 2}  .487514{col 40}{space 1}    1.21{col 49}{space 3}0.228{col 57}{space 4}-.3702422{col 70}{space 3} 1.548677
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2} 1.656556{col 29}{space 2} .4155115{col 40}{space 1}    3.99{col 49}{space 3}0.000{col 57}{space 4} .8388021{col 70}{space 3}  2.47431
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.5021598{col 29}{space 2} .6444122{col 40}{space 1}   -0.78{col 49}{space 3}0.436{col 57}{space 4}-1.770405{col 70}{space 3} .7660857
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2}-.3971995{col 29}{space 2} 2.550385{col 40}{space 1}   -0.16{col 49}{space 3}0.876{col 57}{space 4}-5.416525{col 70}{space 3} 4.622126
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.1525597{col 29}{space 2} .5698863{col 40}{space 1}   -0.27{col 49}{space 3}0.789{col 57}{space 4}-1.274133{col 70}{space 3}  .969014
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2}-.2202569{col 29}{space 2} .4211833{col 40}{space 1}   -0.52{col 49}{space 3}0.601{col 57}{space 4}-1.049173{col 70}{space 3} .6086594
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2} 4.037574{col 29}{space 2} .3160688{col 40}{space 1}   12.77{col 49}{space 3}0.000{col 57}{space 4} 3.415529{col 70}{space 3} 4.659618
{txt}{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2}-.2498655{col 29}{space 2} .7203677{col 40}{space 1}   -0.35{col 49}{space 3}0.729{col 57}{space 4}-1.667596{col 70}{space 3} 1.167866
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2}  2.29501{col 29}{space 2} 1.322935{col 40}{space 1}    1.73{col 49}{space 3}0.084{col 57}{space 4}-.3086126{col 70}{space 3} 4.898632
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} 1.097086{col 29}{space 2} .5946949{col 40}{space 1}    1.84{col 49}{space 3}0.066{col 57}{space 4}-.0733126{col 70}{space 3} 2.267485
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2} 1.360311{col 29}{space 2} .3870633{col 40}{space 1}    3.51{col 49}{space 3}0.001{col 57}{space 4} .5985449{col 70}{space 3} 2.122077
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .3317674{col 29}{space 2} .6534398{col 40}{space 1}    0.51{col 49}{space 3}0.612{col 57}{space 4} -.954245{col 70}{space 3}  1.61778
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2}-2.093044{col 29}{space 2} .2261615{col 40}{space 1}   -9.25{col 49}{space 3}0.000{col 57}{space 4}-2.538144{col 70}{space 3}-1.647943
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2}-.8675927{col 29}{space 2} .4906533{col 40}{space 1}   -1.77{col 49}{space 3}0.078{col 57}{space 4}-1.833231{col 70}{space 3} .0980452
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2} .1537298{col 29}{space 2} .4438368{col 40}{space 1}    0.35{col 49}{space 3}0.729{col 57}{space 4}-.7197702{col 70}{space 3}  1.02723
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .2578975{col 29}{space 2} .3217472{col 40}{space 1}    0.80{col 49}{space 3}0.423{col 57}{space 4}-.3753221{col 70}{space 3}  .891117
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2} .1320423{col 29}{space 2} .3383112{col 40}{space 1}    0.39{col 49}{space 3}0.697{col 57}{space 4}-.5337764{col 70}{space 3}  .797861
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2} .6378188{col 29}{space 2}  .580718{col 40}{space 1}    1.10{col 49}{space 3}0.273{col 57}{space 4}-.5050723{col 70}{space 3}  1.78071
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2} .1511829{col 29}{space 2}  .802781{col 40}{space 1}    0.19{col 49}{space 3}0.851{col 57}{space 4}-1.428743{col 70}{space 3} 1.731109
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2} .0887511{col 29}{space 2} .7332934{col 40}{space 1}    0.12{col 49}{space 3}0.904{col 57}{space 4}-1.354419{col 70}{space 3} 1.531921
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}-1.184667{col 29}{space 2} .7725593{col 40}{space 1}   -1.53{col 49}{space 3}0.126{col 57}{space 4}-2.705115{col 70}{space 3} .3357804
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.2717796{col 29}{space 2} .8250229{col 40}{space 1}   -0.33{col 49}{space 3}0.742{col 57}{space 4}-1.895479{col 70}{space 3}  1.35192
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-1.012929{col 29}{space 2} .4506641{col 40}{space 1}   -2.25{col 49}{space 3}0.025{col 57}{space 4}-1.899866{col 70}{space 3}-.1259929
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-.3700153{col 29}{space 2} .9305226{col 40}{space 1}   -0.40{col 49}{space 3}0.691{col 57}{space 4}-2.201345{col 70}{space 3} 1.461314
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.0613276{col 29}{space 2} .4273822{col 40}{space 1}   -0.14{col 49}{space 3}0.886{col 57}{space 4}-.9024438{col 70}{space 3} .7797886
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2}-.0918867{col 29}{space 2} .4206761{col 40}{space 1}   -0.22{col 49}{space 3}0.827{col 57}{space 4}-.9198049{col 70}{space 3} .7360315
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-.4210804{col 29}{space 2} .4189167{col 40}{space 1}   -1.01{col 49}{space 3}0.316{col 57}{space 4}-1.245536{col 70}{space 3} .4033752
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}-.2051082{col 29}{space 2} .4653776{col 40}{space 1}   -0.44{col 49}{space 3}0.660{col 57}{space 4}-1.121002{col 70}{space 3} .7107854
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2} .1548385{col 29}{space 2} .4208117{col 40}{space 1}    0.37{col 49}{space 3}0.713{col 57}{space 4}-.6733465{col 70}{space 3} .9830235
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2} 2.512845{col 29}{space 2}  .086583{col 40}{space 1}   29.02{col 49}{space 3}0.000{col 57}{space 4} 2.342444{col 70}{space 3} 2.683246
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} 7.352228{col 29}{space 2} .5768234{col 40}{space 1}   12.75{col 49}{space 3}0.000{col 57}{space 4} 6.217002{col 70}{space 3} 8.487455
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA16.tex", label keep(log_hs_peers hub_taa10 nhub_taa10 age male race_others black hispanic asian college) order(hub_taa10 nhub_taa10 log_hs_peers age male race_others black hispanic asian college) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*" "Industry Classification FE= *cluster*")
{res}{txt}(note: file TableA16.tex not found)
(output written to {browse  `"TableA16.tex"'})

{com}.  
. **************************************
. ****      Tables A4, A16-A20      ****
. **************************************
. 
. use "KimPelc_IO_Bilendi.dta", clear
{txt}
{com}. 
. * Table A4: Summary Statistics: Respondents Recruited by Bilendi
. 
. eststo clear
{txt}
{com}. estpost summarize hub_taa10 nhub_taa10 age male race_others black hispanic asian college gop dem income ladder_area ladder_self ladder_area_past 

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:hub_taa10}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.363081}}}{space 1}{space 1}{ralign 9:{res:{sf: 48.09543}}}{space 1}{space 1}{ralign 9:{res:{sf: 6.935087}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 106.3553}}}{space 1}{space 1}{ralign 9:{res:{sf: 7039.618}}}{space 1}
{space 0}{space 0}{ralign 12:nhub_taa10}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf: 26.62213}}}{space 1}{space 1}{ralign 9:{res:{sf:  568.124}}}{space 1}{space 1}{ralign 9:{res:{sf: 23.83535}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf: 208.4344}}}{space 1}{space 1}{ralign 9:{res:{sf: 79307.33}}}{space 1}
{space 0}{space 0}{ralign 12:age}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf: 49.53709}}}{space 1}{space 1}{ralign 9:{res:{sf: 326.5093}}}{space 1}{space 1}{ralign 9:{res:{sf: 18.06957}}}{space 1}{space 1}{ralign 9:{res:{sf:       18}}}{space 1}{space 1}{ralign 9:{res:{sf:       96}}}{space 1}{space 1}{ralign 9:{res:{sf:   147571}}}{space 1}
{space 0}{space 0}{ralign 12:male}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf: .4441088}}}{space 1}{space 1}{ralign 9:{res:{sf: .2469591}}}{space 1}{space 1}{ralign 9:{res:{sf: .4969498}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1323}}}{space 1}
{space 0}{space 0}{ralign 12:race_others}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf: .0191339}}}{space 1}{space 1}{ralign 9:{res:{sf: .0187741}}}{space 1}{space 1}{ralign 9:{res:{sf: .1370187}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:       57}}}{space 1}
{space 0}{space 0}{ralign 12:black}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:  .087949}}}{space 1}{space 1}{ralign 9:{res:{sf: .0802409}}}{space 1}{space 1}{ralign 9:{res:{sf: .2832682}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      262}}}{space 1}
{space 0}{space 0}{ralign 12:hispanic}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:  .047667}}}{space 1}{space 1}{ralign 9:{res:{sf: .0454101}}}{space 1}{space 1}{ralign 9:{res:{sf: .2130965}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      142}}}{space 1}
{space 0}{space 0}{ralign 12:asian}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:  .055052}}}{space 1}{space 1}{ralign 9:{res:{sf: .0520388}}}{space 1}{space 1}{ralign 9:{res:{sf: .2281201}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      164}}}{space 1}
{space 0}{space 0}{ralign 12:college}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf: .6230279}}}{space 1}{space 1}{ralign 9:{res:{sf:  .234943}}}{space 1}{space 1}{ralign 9:{res:{sf: .4847092}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1856}}}{space 1}
{space 0}{space 0}{ralign 12:gop}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf: .3467607}}}{space 1}{space 1}{ralign 9:{res:{sf: .2265938}}}{space 1}{space 1}{ralign 9:{res:{sf: .4760187}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1033}}}{space 1}
{space 0}{space 0}{ralign 12:dem}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf: .3491104}}}{space 1}{space 1}{ralign 9:{res:{sf: .2273086}}}{space 1}{space 1}{ralign 9:{res:{sf:  .476769}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1040}}}{space 1}
{space 0}{space 0}{ralign 12:income}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf: 6.674052}}}{space 1}{space 1}{ralign 9:{res:{sf: 11.35007}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.368986}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:       12}}}{space 1}{space 1}{ralign 9:{res:{sf:    19882}}}{space 1}
{space 0}{space 0}{ralign 12:ladder_area}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf: 5.735146}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.638022}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.624199}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:       10}}}{space 1}{space 1}{ralign 9:{res:{sf:    17085}}}{space 1}
{space 0}{space 0}{ralign 12:ladder_self}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf:     2979}}}{space 1}{space 1}{ralign 9:{res:{sf: 5.708627}}}{space 1}{space 1}{ralign 9:{res:{sf: 4.001037}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.000259}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:       10}}}{space 1}{space 1}{ralign 9:{res:{sf:    17006}}}{space 1}
{space 0}{space 0}{ralign 12:ladder_are~t}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     2978}}}{space 1}{space 1}{ralign 9:{res:{sf:     2978}}}{space 1}{space 1}{ralign 9:{res:{sf: 5.849563}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.269266}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.808111}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:       10}}}{space 1}{space 1}{ralign 9:{res:{sf:    17420}}}{space 1}

{com}. esttab using "TableA4.tex", cells("count mean(fmt(2)) sd(fmt(2)) min(fmt(2)) max(fmt(2))") nomtitle label replace b(3)
{res}{txt}(note: file TableA4.tex not found)
(output written to {browse  `"TableA4.tex"'})

{com}. 
. 
. * Table A17: Trade Shock to Industrial Hubs and Individual Perception of Regional Standing: Full Results
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg ladder_area hub_taa10 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(20, 422)        =  {res}    53.75
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3249
                                                {txt}Root MSE          =    {res} 1.3394

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}hub_taa10 {c |}{col 15}{res}{space 2}-.0133359{col 27}{space 2}   .00281{col 38}{space 1}   -4.75{col 47}{space 3}0.000{col 55}{space 4}-.0188594{col 68}{space 3}-.0078125
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0021112{col 27}{space 2}  .001391{col 38}{space 1}   -1.52{col 47}{space 3}0.130{col 55}{space 4}-.0048452{col 68}{space 3} .0006229
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0683218{col 27}{space 2} .0496088{col 38}{space 1}   -1.38{col 47}{space 3}0.169{col 55}{space 4}-.1658329{col 68}{space 3} .0291893
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0179069{col 27}{space 2}  .174884{col 38}{space 1}   -0.10{col 47}{space 3}0.918{col 55}{space 4}-.3616592{col 68}{space 3} .3258454
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0351176{col 27}{space 2} .1020398{col 38}{space 1}    0.34{col 47}{space 3}0.731{col 55}{space 4} -.165452{col 68}{space 3} .2356872
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1395869{col 27}{space 2} .1198541{col 38}{space 1}    1.16{col 47}{space 3}0.245{col 55}{space 4}-.0959984{col 68}{space 3} .3751722
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2752632{col 27}{space 2} .1245637{col 38}{space 1}    2.21{col 47}{space 3}0.028{col 55}{space 4} .0304206{col 68}{space 3} .5201058
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0243398{col 27}{space 2} .0488927{col 38}{space 1}   -0.50{col 47}{space 3}0.619{col 55}{space 4}-.1204433{col 68}{space 3} .0717636
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0745484{col 27}{space 2} .0626828{col 38}{space 1}    1.19{col 47}{space 3}0.235{col 55}{space 4} -.048661{col 68}{space 3} .1977578
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0842711{col 27}{space 2} .0635181{col 38}{space 1}    1.33{col 47}{space 3}0.185{col 55}{space 4}-.0405802{col 68}{space 3} .2091224
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0373287{col 27}{space 2}  .008404{col 38}{space 1}   -4.44{col 47}{space 3}0.000{col 55}{space 4}-.0538476{col 68}{space 3}-.0208098
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4732029{col 27}{space 2} .0167494{col 38}{space 1}   28.25{col 47}{space 3}0.000{col 55}{space 4} .4402802{col 68}{space 3} .5061257
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0563767{col 27}{space 2} .1556942{col 38}{space 1}   -0.36{col 47}{space 3}0.717{col 55}{space 4}-.3624094{col 68}{space 3} .2496561
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0824582{col 27}{space 2} .1541007{col 38}{space 1}   -0.54{col 47}{space 3}0.593{col 55}{space 4}-.3853587{col 68}{space 3} .2204424
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.0934048{col 27}{space 2} .1779132{col 38}{space 1}   -0.53{col 47}{space 3}0.600{col 55}{space 4}-.4431113{col 68}{space 3} .2563017
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3156878{col 27}{space 2} .1401826{col 38}{space 1}   -2.25{col 47}{space 3}0.025{col 55}{space 4} -.591231{col 68}{space 3}-.0401446
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.4278295{col 27}{space 2} .1571271{col 38}{space 1}   -2.72{col 47}{space 3}0.007{col 55}{space 4}-.7366788{col 68}{space 3}-.1189802
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1460796{col 27}{space 2} .1812609{col 38}{space 1}   -0.81{col 47}{space 3}0.421{col 55}{space 4}-.5023664{col 68}{space 3} .2102071
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.3635191{col 27}{space 2} .1721138{col 38}{space 1}   -2.11{col 47}{space 3}0.035{col 55}{space 4}-.7018261{col 68}{space 3} -.025212
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1793656{col 27}{space 2} .1662447{col 38}{space 1}   -1.08{col 47}{space 3}0.281{col 55}{space 4}-.5061363{col 68}{space 3} .1474052
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.564268{col 27}{space 2} .1689027{col 38}{space 1}   21.10{col 47}{space 3}0.000{col 55}{space 4} 3.232272{col 68}{space 3} 3.896263
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa10 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(21, 422)        =  {res}   103.17
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4218
                                                {txt}Root MSE          =    {res} 1.2397

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa10 {c |}{col 18}{res}{space 2}-.0122903{col 30}{space 2} .0028752{col 41}{space 1}   -4.27{col 50}{space 3}0.000{col 58}{space 4}-.0179418{col 71}{space 3}-.0066389
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0003291{col 30}{space 2} .0013418{col 41}{space 1}    0.25{col 50}{space 3}0.806{col 58}{space 4}-.0023084{col 71}{space 3} .0029665
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0308629{col 30}{space 2} .0460522{col 41}{space 1}   -0.67{col 50}{space 3}0.503{col 58}{space 4}-.1213831{col 71}{space 3} .0596572
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0696504{col 30}{space 2} .1441579{col 41}{space 1}   -0.48{col 50}{space 3}0.629{col 58}{space 4}-.3530074{col 71}{space 3} .2137066
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0198175{col 30}{space 2} .0940941{col 41}{space 1}    0.21{col 50}{space 3}0.833{col 58}{space 4} -.165134{col 71}{space 3} .2047691
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0507231{col 30}{space 2} .1153675{col 41}{space 1}    0.44{col 50}{space 3}0.660{col 58}{space 4}-.1760434{col 71}{space 3} .2774896
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2410873{col 30}{space 2}  .116711{col 41}{space 1}    2.07{col 50}{space 3}0.039{col 58}{space 4} .0116801{col 71}{space 3} .4704945
{txt}{space 9}college {c |}{col 18}{res}{space 2}  .010429{col 30}{space 2} .0457945{col 41}{space 1}    0.23{col 50}{space 3}0.820{col 58}{space 4}-.0795846{col 71}{space 3} .1004427
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0073522{col 30}{space 2} .0585854{col 41}{space 1}    0.13{col 50}{space 3}0.900{col 58}{space 4}-.1078033{col 71}{space 3} .1225078
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0307005{col 30}{space 2} .0583328{col 41}{space 1}    0.53{col 50}{space 3}0.599{col 58}{space 4}-.0839586{col 71}{space 3} .1453596
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0294909{col 30}{space 2} .0080752{col 41}{space 1}   -3.65{col 50}{space 3}0.000{col 58}{space 4}-.0453636{col 71}{space 3}-.0136182
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3736026{col 30}{space 2} .0179091{col 41}{space 1}   20.86{col 50}{space 3}0.000{col 58}{space 4} .3384004{col 71}{space 3} .4088047
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3009234{col 30}{space 2} .0170777{col 41}{space 1}   17.62{col 50}{space 3}0.000{col 58}{space 4} .2673554{col 71}{space 3} .3344914
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0887062{col 30}{space 2} .1476773{col 41}{space 1}   -0.60{col 50}{space 3}0.548{col 58}{space 4}-.3789808{col 71}{space 3} .2015684
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.1139276{col 30}{space 2} .1424279{col 41}{space 1}   -0.80{col 50}{space 3}0.424{col 58}{space 4} -.393884{col 71}{space 3} .1660288
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0296228{col 30}{space 2} .1603996{col 41}{space 1}   -0.18{col 50}{space 3}0.854{col 58}{space 4}-.3449044{col 71}{space 3} .2856588
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2} -.226123{col 30}{space 2} .1305331{col 41}{space 1}   -1.73{col 50}{space 3}0.084{col 58}{space 4}-.4826991{col 71}{space 3}  .030453
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.3401716{col 30}{space 2} .1445544{col 41}{space 1}   -2.35{col 50}{space 3}0.019{col 58}{space 4} -.624308{col 71}{space 3}-.0560353
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.0892169{col 30}{space 2} .1582199{col 41}{space 1}   -0.56{col 50}{space 3}0.573{col 58}{space 4}-.4002142{col 71}{space 3} .2217804
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.2625531{col 30}{space 2} .1569069{col 41}{space 1}   -1.67{col 50}{space 3}0.095{col 58}{space 4}-.5709694{col 71}{space 3} .0458633
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1849678{col 30}{space 2} .1584967{col 41}{space 1}   -1.17{col 50}{space 3}0.244{col 58}{space 4} -.496509{col 71}{space 3} .1265735
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.181422{col 30}{space 2} .1696267{col 41}{space 1}   12.86{col 50}{space 3}0.000{col 58}{space 4} 1.848003{col 71}{space 3}  2.51484
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg ladder_area nhub_taa10 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(20, 422)        =  {res}    53.59
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3262
                                                {txt}Root MSE          =    {res} 1.3382

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}nhub_taa10 {c |}{col 15}{res}{space 2}-.0047557{col 27}{space 2} .0011508{col 38}{space 1}   -4.13{col 47}{space 3}0.000{col 55}{space 4}-.0070178{col 68}{space 3}-.0024937
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0019398{col 27}{space 2} .0013912{col 38}{space 1}   -1.39{col 47}{space 3}0.164{col 55}{space 4}-.0046744{col 68}{space 3} .0007948
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0663504{col 27}{space 2} .0497412{col 38}{space 1}   -1.33{col 47}{space 3}0.183{col 55}{space 4}-.1641218{col 68}{space 3} .0314209
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0555148{col 27}{space 2} .1762799{col 38}{space 1}   -0.31{col 47}{space 3}0.753{col 55}{space 4}-.4020108{col 68}{space 3} .2909812
{txt}{space 8}black {c |}{col 15}{res}{space 2}  .021524{col 27}{space 2} .1034025{col 38}{space 1}    0.21{col 47}{space 3}0.835{col 55}{space 4}-.1817241{col 68}{space 3} .2247722
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1152853{col 27}{space 2}  .121544{col 38}{space 1}    0.95{col 47}{space 3}0.343{col 55}{space 4}-.1236218{col 68}{space 3} .3541924
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2565676{col 27}{space 2} .1248346{col 38}{space 1}    2.06{col 47}{space 3}0.040{col 55}{space 4} .0111925{col 68}{space 3} .5019428
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0354246{col 27}{space 2} .0492363{col 38}{space 1}   -0.72{col 47}{space 3}0.472{col 55}{space 4}-.1322034{col 68}{space 3} .0613543
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0847212{col 27}{space 2} .0631909{col 38}{space 1}    1.34{col 47}{space 3}0.181{col 55}{space 4} -.039487{col 68}{space 3} .2089293
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0857477{col 27}{space 2} .0630914{col 38}{space 1}    1.36{col 47}{space 3}0.175{col 55}{space 4}-.0382648{col 68}{space 3} .2097602
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0396781{col 27}{space 2} .0085043{col 38}{space 1}   -4.67{col 47}{space 3}0.000{col 55}{space 4}-.0563942{col 68}{space 3} -.022962
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4715769{col 27}{space 2} .0167747{col 38}{space 1}   28.11{col 47}{space 3}0.000{col 55}{space 4} .4386046{col 68}{space 3} .5045492
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0679462{col 27}{space 2} .1434637{col 38}{space 1}   -0.47{col 47}{space 3}0.636{col 55}{space 4}-.3499387{col 68}{space 3} .2140462
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0939391{col 27}{space 2} .1458259{col 38}{space 1}   -0.64{col 47}{space 3}0.520{col 55}{space 4}-.3805747{col 68}{space 3} .1926964
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1694842{col 27}{space 2} .1849904{col 38}{space 1}   -0.92{col 47}{space 3}0.360{col 55}{space 4}-.5331015{col 68}{space 3} .1941332
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3319047{col 27}{space 2} .1323267{col 38}{space 1}   -2.51{col 47}{space 3}0.013{col 55}{space 4}-.5920063{col 68}{space 3}-.0718031
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3713341{col 27}{space 2} .1498544{col 38}{space 1}   -2.48{col 47}{space 3}0.014{col 55}{space 4}-.6658882{col 68}{space 3}-.0767801
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1746065{col 27}{space 2} .1722882{col 38}{space 1}   -1.01{col 47}{space 3}0.311{col 55}{space 4}-.5132563{col 68}{space 3} .1640434
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4198592{col 27}{space 2} .1647565{col 38}{space 1}   -2.55{col 47}{space 3}0.011{col 55}{space 4}-.7437047{col 68}{space 3}-.0960136
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2} -.209708{col 27}{space 2} .1564575{col 38}{space 1}   -1.34{col 47}{space 3}0.181{col 55}{space 4}-.5172411{col 68}{space 3} .0978252
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.698199{col 27}{space 2}  .167475{col 38}{space 1}   22.08{col 47}{space 3}0.000{col 55}{space 4}  3.36901{col 68}{space 3} 4.027388
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg ladder_area nhub_taa10 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(21, 422)        =  {res}   102.88
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4228
                                                {txt}Root MSE          =    {res} 1.2387

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}nhub_taa10 {c |}{col 18}{res}{space 2}-.0043485{col 30}{space 2} .0010314{col 41}{space 1}   -4.22{col 50}{space 3}0.000{col 58}{space 4}-.0063759{col 71}{space 3}-.0023212
{txt}{space 13}age {c |}{col 18}{res}{space 2}  .000483{col 30}{space 2} .0013441{col 41}{space 1}    0.36{col 50}{space 3}0.720{col 58}{space 4} -.002159{col 71}{space 3}  .003125
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0290563{col 30}{space 2} .0463173{col 41}{space 1}   -0.63{col 50}{space 3}0.531{col 58}{space 4}-.1200975{col 71}{space 3}  .061985
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.1040389{col 30}{space 2} .1439076{col 41}{space 1}   -0.72{col 50}{space 3}0.470{col 58}{space 4} -.386904{col 71}{space 3} .1788261
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0074642{col 30}{space 2} .0943654{col 41}{space 1}    0.08{col 50}{space 3}0.937{col 58}{space 4}-.1780205{col 71}{space 3}  .192949
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0286812{col 30}{space 2} .1170519{col 41}{space 1}    0.25{col 50}{space 3}0.807{col 58}{space 4}-.2013961{col 71}{space 3} .2587586
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2241181{col 30}{space 2} .1170519{col 41}{space 1}    1.91{col 50}{space 3}0.056{col 58}{space 4}-.0059593{col 71}{space 3} .4541954
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0002678{col 30}{space 2} .0460045{col 41}{space 1}    0.01{col 50}{space 3}0.995{col 58}{space 4}-.0901587{col 71}{space 3} .0906943
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0167801{col 30}{space 2} .0592701{col 41}{space 1}    0.28{col 50}{space 3}0.777{col 58}{space 4}-.0997213{col 71}{space 3} .1332815
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0321878{col 30}{space 2} .0581397{col 41}{space 1}    0.55{col 50}{space 3}0.580{col 58}{space 4}-.0820918{col 71}{space 3} .1464673
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0316429{col 30}{space 2} .0081681{col 41}{space 1}   -3.87{col 50}{space 3}0.000{col 58}{space 4}-.0476981{col 71}{space 3}-.0155876
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3722296{col 30}{space 2} .0179273{col 41}{space 1}   20.76{col 50}{space 3}0.000{col 58}{space 4} .3369917{col 71}{space 3} .4074675
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3005765{col 30}{space 2}  .017102{col 41}{space 1}   17.58{col 50}{space 3}0.000{col 58}{space 4} .2669607{col 71}{space 3} .3341923
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0993644{col 30}{space 2}  .137233{col 41}{space 1}   -0.72{col 50}{space 3}0.469{col 58}{space 4}-.3691097{col 71}{space 3} .1703808
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.1247402{col 30}{space 2}   .13531{col 41}{space 1}   -0.92{col 50}{space 3}0.357{col 58}{space 4}-.3907058{col 71}{space 3} .1412254
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0997283{col 30}{space 2} .1692239{col 41}{space 1}   -0.59{col 50}{space 3}0.556{col 58}{space 4}-.4323551{col 71}{space 3} .2328985
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2411316{col 30}{space 2} .1253609{col 41}{space 1}   -1.92{col 50}{space 3}0.055{col 58}{space 4}-.4875412{col 71}{space 3} .0052779
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.2888077{col 30}{space 2}  .138901{col 41}{space 1}   -2.08{col 50}{space 3}0.038{col 58}{space 4}-.5618318{col 71}{space 3}-.0157837
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.1155502{col 30}{space 2} .1514056{col 41}{space 1}   -0.76{col 50}{space 3}0.446{col 58}{space 4}-.4131532{col 71}{space 3} .1820529
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.3142162{col 30}{space 2} .1512066{col 41}{space 1}   -2.08{col 50}{space 3}0.038{col 58}{space 4} -.611428{col 71}{space 3}-.0170043
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.2128329{col 30}{space 2} .1503441{col 41}{space 1}   -1.42{col 50}{space 3}0.158{col 58}{space 4}-.5083495{col 71}{space 3} .0826837
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.305295{col 30}{space 2} .1712754{col 41}{space 1}   13.46{col 50}{space 3}0.000{col 58}{space 4} 1.968636{col 71}{space 3} 2.641954
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg ladder_area hub_taa10 nhub_taa10 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(21, 422)        =  {res}    52.42
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3281
                                                {txt}Root MSE          =    {res} 1.3365

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}hub_taa10 {c |}{col 15}{res}{space 2} -.010614{col 27}{space 2} .0034747{col 38}{space 1}   -3.05{col 47}{space 3}0.002{col 55}{space 4}-.0174438{col 68}{space 3}-.0037841
{txt}{space 3}nhub_taa10 {c |}{col 15}{res}{space 2}-.0041166{col 27}{space 2} .0011511{col 38}{space 1}   -3.58{col 47}{space 3}0.000{col 55}{space 4}-.0063791{col 68}{space 3} -.001854
{txt}{space 10}age {c |}{col 15}{res}{space 2} -.001988{col 27}{space 2} .0013895{col 38}{space 1}   -1.43{col 47}{space 3}0.153{col 55}{space 4}-.0047192{col 68}{space 3} .0007432
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0701164{col 27}{space 2} .0498769{col 38}{space 1}   -1.41{col 47}{space 3}0.161{col 55}{space 4}-.1681544{col 68}{space 3} .0279216
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0441558{col 27}{space 2} .1743278{col 38}{space 1}   -0.25{col 47}{space 3}0.800{col 55}{space 4}-.3868148{col 68}{space 3} .2985032
{txt}{space 8}black {c |}{col 15}{res}{space 2}  .018742{col 27}{space 2} .1032447{col 38}{space 1}    0.18{col 47}{space 3}0.856{col 55}{space 4}-.1841959{col 68}{space 3} .2216799
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1123323{col 27}{space 2} .1205772{col 38}{space 1}    0.93{col 47}{space 3}0.352{col 55}{space 4}-.1246744{col 68}{space 3}  .349339
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2517856{col 27}{space 2}  .125086{col 38}{space 1}    2.01{col 47}{space 3}0.045{col 55}{space 4} .0059163{col 68}{space 3} .4976549
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0341293{col 27}{space 2} .0490053{col 38}{space 1}   -0.70{col 47}{space 3}0.487{col 55}{space 4}-.1304542{col 68}{space 3} .0621956
{txt}{space 10}gop {c |}{col 15}{res}{space 2}  .080547{col 27}{space 2} .0631205{col 38}{space 1}    1.28{col 47}{space 3}0.203{col 55}{space 4}-.0435227{col 68}{space 3} .2046167
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0803836{col 27}{space 2} .0632305{col 38}{space 1}    1.27{col 47}{space 3}0.204{col 55}{space 4}-.0439023{col 68}{space 3} .2046696
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0396979{col 27}{space 2} .0084757{col 38}{space 1}   -4.68{col 47}{space 3}0.000{col 55}{space 4}-.0563578{col 68}{space 3} -.023038
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4718494{col 27}{space 2} .0167044{col 38}{space 1}   28.25{col 47}{space 3}0.000{col 55}{space 4} .4390152{col 68}{space 3} .5046836
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0591052{col 27}{space 2} .1424656{col 38}{space 1}   -0.41{col 47}{space 3}0.678{col 55}{space 4}-.3391358{col 68}{space 3} .2209254
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0605224{col 27}{space 2} .1466318{col 38}{space 1}   -0.41{col 47}{space 3}0.680{col 55}{space 4} -.348742{col 68}{space 3} .2276973
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1170476{col 27}{space 2} .1732851{col 38}{space 1}   -0.68{col 47}{space 3}0.500{col 55}{space 4}-.4576571{col 68}{space 3}  .223562
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3228993{col 27}{space 2} .1318828{col 38}{space 1}   -2.45{col 47}{space 3}0.015{col 55}{space 4}-.5821283{col 68}{space 3}-.0636702
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3612305{col 27}{space 2} .1495374{col 38}{space 1}   -2.42{col 47}{space 3}0.016{col 55}{space 4}-.6551615{col 68}{space 3}-.0672995
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1542252{col 27}{space 2} .1706291{col 38}{space 1}   -0.90{col 47}{space 3}0.367{col 55}{space 4}-.4896139{col 68}{space 3} .1811635
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4095968{col 27}{space 2} .1640076{col 38}{space 1}   -2.50{col 47}{space 3}0.013{col 55}{space 4}-.7319703{col 68}{space 3}-.0872232
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1946136{col 27}{space 2} .1562556{col 38}{space 1}   -1.25{col 47}{space 3}0.214{col 55}{space 4}-.5017499{col 68}{space 3} .1125226
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.694889{col 27}{space 2}  .166558{col 38}{space 1}   22.18{col 47}{space 3}0.000{col 55}{space 4} 3.367502{col 68}{space 3} 4.022275
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa10 nhub_taa10 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(22, 422)        =  {res}    99.72
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4244
                                                {txt}Root MSE          =    {res} 1.2372

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa10 {c |}{col 18}{res}{space 2}-.0098078{col 30}{space 2} .0037202{col 41}{space 1}   -2.64{col 50}{space 3}0.009{col 58}{space 4}-.0171203{col 71}{space 3}-.0024954
{txt}{space 6}nhub_taa10 {c |}{col 18}{res}{space 2}-.0037585{col 30}{space 2} .0010485{col 41}{space 1}   -3.58{col 50}{space 3}0.000{col 58}{space 4}-.0058195{col 71}{space 3}-.0016976
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0004353{col 30}{space 2} .0013415{col 41}{space 1}    0.32{col 50}{space 3}0.746{col 58}{space 4}-.0022016{col 71}{space 3} .0030721
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0325995{col 30}{space 2} .0464582{col 41}{space 1}   -0.70{col 50}{space 3}0.483{col 58}{space 4}-.1239178{col 71}{space 3} .0587187
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0934857{col 30}{space 2} .1439458{col 41}{space 1}   -0.65{col 50}{space 3}0.516{col 58}{space 4}-.3764259{col 71}{space 3} .1894544
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0049036{col 30}{space 2} .0946167{col 41}{space 1}    0.05{col 50}{space 3}0.959{col 58}{space 4}-.1810752{col 71}{space 3} .1908824
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0260651{col 30}{space 2} .1158945{col 41}{space 1}    0.22{col 50}{space 3}0.822{col 58}{space 4}-.2017373{col 71}{space 3} .2538675
{txt}{space 11}asian {c |}{col 18}{res}{space 2}  .219738{col 30}{space 2} .1172639{col 41}{space 1}    1.87{col 50}{space 3}0.062{col 58}{space 4} -.010756{col 71}{space 3}  .450232
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0013989{col 30}{space 2} .0457148{col 41}{space 1}    0.03{col 50}{space 3}0.976{col 58}{space 4}-.0884582{col 71}{space 3} .0912559
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0129974{col 30}{space 2} .0591484{col 41}{space 1}    0.22{col 50}{space 3}0.826{col 58}{space 4}-.1032648{col 71}{space 3} .1292595
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0272844{col 30}{space 2} .0582211{col 41}{space 1}    0.47{col 50}{space 3}0.640{col 58}{space 4}-.0871551{col 71}{space 3} .1417238
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0316746{col 30}{space 2} .0081513{col 41}{space 1}   -3.89{col 50}{space 3}0.000{col 58}{space 4}-.0476967{col 71}{space 3}-.0156524
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3726224{col 30}{space 2} .0178759{col 41}{space 1}   20.85{col 50}{space 3}0.000{col 58}{space 4} .3374856{col 71}{space 3} .4077592
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3001513{col 30}{space 2} .0170809{col 41}{space 1}   17.57{col 50}{space 3}0.000{col 58}{space 4}  .266577{col 71}{space 3} .3337255
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2} -.091106{col 30}{space 2} .1364455{col 41}{space 1}   -0.67{col 50}{space 3}0.505{col 58}{space 4}-.3593035{col 71}{space 3} .1770914
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2} -.093819{col 30}{space 2} .1361892{col 41}{space 1}   -0.69{col 50}{space 3}0.491{col 58}{space 4}-.3615127{col 71}{space 3} .1738747
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0513726{col 30}{space 2} .1566375{col 41}{space 1}   -0.33{col 50}{space 3}0.743{col 58}{space 4}-.3592594{col 71}{space 3} .2565142
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2329367{col 30}{space 2} .1249759{col 41}{space 1}   -1.86{col 50}{space 3}0.063{col 58}{space 4}-.4785896{col 71}{space 3} .0127162
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.2795903{col 30}{space 2} .1384439{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.5517159{col 71}{space 3}-.0074647
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.0967997{col 30}{space 2} .1497188{col 41}{space 1}   -0.65{col 50}{space 3}0.518{col 58}{space 4}-.3910873{col 71}{space 3} .1974879
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.3048821{col 30}{space 2} .1508402{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.6013738{col 71}{space 3}-.0083904
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2} -.198874{col 30}{space 2} .1502725{col 41}{space 1}   -1.32{col 50}{space 3}0.186{col 58}{space 4}-.4942498{col 71}{space 3} .0965019
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.304236{col 30}{space 2} .1707221{col 41}{space 1}   13.50{col 50}{space 3}0.000{col 58}{space 4} 1.968664{col 71}{space 3} 2.639807
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA17.tex", label keep(hub_taa10 nhub_taa10 ladder_self ladder_area_past ladder_self ladder_area_past age male black hispanic asian race_others college gop dem income) order(hub_taa10 nhub_taa10 ladder_self ladder_area_past ladder_self ladder_area_past age male black hispanic asian race_others college gop dem income) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*")
{res}{txt}(note: file TableA17.tex not found)
(output written to {browse  `"TableA17.tex"'})

{com}. 
. * Table A18: Trade Shock to Industrial Hubs and Individual Perception of Regional Standing: 95th Percentile
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg ladder_area hub_taa5 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(20, 422)        =  {res}    53.89
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3251
                                                {txt}Root MSE          =    {res} 1.3393

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}hub_taa5 {c |}{col 15}{res}{space 2}-.0136006{col 27}{space 2} .0027661{col 38}{space 1}   -4.92{col 47}{space 3}0.000{col 55}{space 4}-.0190377{col 68}{space 3}-.0081635
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0021193{col 27}{space 2} .0013913{col 38}{space 1}   -1.52{col 47}{space 3}0.128{col 55}{space 4} -.004854{col 68}{space 3} .0006154
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0686921{col 27}{space 2} .0495818{col 38}{space 1}   -1.39{col 47}{space 3}0.167{col 55}{space 4}-.1661501{col 68}{space 3} .0287659
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0154968{col 27}{space 2} .1748851{col 38}{space 1}   -0.09{col 47}{space 3}0.929{col 55}{space 4}-.3592511{col 68}{space 3} .3282575
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0365005{col 27}{space 2} .1019897{col 38}{space 1}    0.36{col 47}{space 3}0.721{col 55}{space 4}-.1639706{col 68}{space 3} .2369717
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1402879{col 27}{space 2} .1197563{col 38}{space 1}    1.17{col 47}{space 3}0.242{col 55}{space 4}-.0951053{col 68}{space 3}  .375681
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2744748{col 27}{space 2} .1245172{col 38}{space 1}    2.20{col 47}{space 3}0.028{col 55}{space 4} .0297236{col 68}{space 3}  .519226
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0251797{col 27}{space 2}  .048881{col 38}{space 1}   -0.52{col 47}{space 3}0.607{col 55}{space 4}-.1212604{col 68}{space 3} .0709009
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0746893{col 27}{space 2} .0627349{col 38}{space 1}    1.19{col 47}{space 3}0.234{col 55}{space 4}-.0486225{col 68}{space 3} .1980011
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0847806{col 27}{space 2} .0635876{col 38}{space 1}    1.33{col 47}{space 3}0.183{col 55}{space 4}-.0402073{col 68}{space 3} .2097685
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0371538{col 27}{space 2} .0084069{col 38}{space 1}   -4.42{col 47}{space 3}0.000{col 55}{space 4}-.0536784{col 68}{space 3}-.0206291
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4733659{col 27}{space 2} .0167496{col 38}{space 1}   28.26{col 47}{space 3}0.000{col 55}{space 4} .4404429{col 68}{space 3} .5062889
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0568763{col 27}{space 2}    .1561{col 38}{space 1}   -0.36{col 47}{space 3}0.716{col 55}{space 4}-.3637067{col 68}{space 3} .2499541
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0825643{col 27}{space 2} .1538934{col 38}{space 1}   -0.54{col 47}{space 3}0.592{col 55}{space 4}-.3850574{col 68}{space 3} .2199287
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.0907354{col 27}{space 2} .1779831{col 38}{space 1}   -0.51{col 47}{space 3}0.610{col 55}{space 4}-.4405793{col 68}{space 3} .2591085
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3147252{col 27}{space 2} .1400021{col 38}{space 1}   -2.25{col 47}{space 3}0.025{col 55}{space 4}-.5899135{col 68}{space 3}-.0395368
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.4269562{col 27}{space 2} .1569228{col 38}{space 1}   -2.72{col 47}{space 3}0.007{col 55}{space 4}-.7354039{col 68}{space 3}-.1185085
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1549336{col 27}{space 2}  .181712{col 38}{space 1}   -0.85{col 47}{space 3}0.394{col 55}{space 4}-.5121069{col 68}{space 3} .2022398
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.3616302{col 27}{space 2} .1720332{col 38}{space 1}   -2.10{col 47}{space 3}0.036{col 55}{space 4}-.6997788{col 68}{space 3}-.0234816
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1783449{col 27}{space 2} .1661128{col 38}{space 1}   -1.07{col 47}{space 3}0.284{col 55}{space 4}-.5048564{col 68}{space 3} .1481665
{txt}{space 8}_cons {c |}{col 15}{res}{space 2}  3.56069{col 27}{space 2} .1686074{col 38}{space 1}   21.12{col 47}{space 3}0.000{col 55}{space 4} 3.229275{col 68}{space 3} 3.892105
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa5 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(21, 422)        =  {res}   103.42
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4219
                                                {txt}Root MSE          =    {res} 1.2397

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa5 {c |}{col 18}{res}{space 2}-.0123932{col 30}{space 2} .0028418{col 41}{space 1}   -4.36{col 50}{space 3}0.000{col 58}{space 4}-.0179791{col 71}{space 3}-.0068073
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0003211{col 30}{space 2} .0013422{col 41}{space 1}    0.24{col 50}{space 3}0.811{col 58}{space 4}-.0023172{col 71}{space 3} .0029594
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0311581{col 30}{space 2} .0460196{col 41}{space 1}   -0.68{col 50}{space 3}0.499{col 58}{space 4}-.1216143{col 71}{space 3}  .059298
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0675323{col 30}{space 2} .1442794{col 41}{space 1}   -0.47{col 50}{space 3}0.640{col 58}{space 4}-.3511281{col 71}{space 3} .2160636
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0211572{col 30}{space 2} .0940831{col 41}{space 1}    0.22{col 50}{space 3}0.822{col 58}{space 4}-.1637727{col 71}{space 3} .2060871
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0514946{col 30}{space 2} .1152677{col 41}{space 1}    0.45{col 50}{space 3}0.655{col 58}{space 4}-.1750758{col 71}{space 3} .2780649
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2404975{col 30}{space 2} .1167115{col 41}{space 1}    2.06{col 50}{space 3}0.040{col 58}{space 4} .0110892{col 71}{space 3} .4699057
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0096555{col 30}{space 2} .0457685{col 41}{space 1}    0.21{col 50}{space 3}0.833{col 58}{space 4}-.0803071{col 71}{space 3} .0996181
{txt}{space 13}gop {c |}{col 18}{res}{space 2}  .007553{col 30}{space 2} .0586428{col 41}{space 1}    0.13{col 50}{space 3}0.898{col 58}{space 4}-.1077154{col 71}{space 3} .1228214
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0312692{col 30}{space 2} .0583945{col 41}{space 1}    0.54{col 50}{space 3}0.593{col 58}{space 4}-.0835111{col 71}{space 3} .1460496
{txt}{space 10}income {c |}{col 18}{res}{space 2} -.029329{col 30}{space 2} .0080741{col 41}{space 1}   -3.63{col 50}{space 3}0.000{col 58}{space 4}-.0451994{col 71}{space 3}-.0134585
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3737879{col 30}{space 2} .0179153{col 41}{space 1}   20.86{col 50}{space 3}0.000{col 58}{space 4} .3385736{col 71}{space 3} .4090022
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3008093{col 30}{space 2} .0170783{col 41}{space 1}   17.61{col 50}{space 3}0.000{col 58}{space 4} .2672403{col 71}{space 3} .3343784
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0892695{col 30}{space 2} .1479598{col 41}{space 1}   -0.60{col 50}{space 3}0.547{col 58}{space 4}-.3800994{col 71}{space 3} .2015605
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.1145134{col 30}{space 2} .1422733{col 41}{space 1}   -0.80{col 50}{space 3}0.421{col 58}{space 4}-.3941659{col 71}{space 3} .1651391
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0278783{col 30}{space 2} .1604781{col 41}{space 1}   -0.17{col 50}{space 3}0.862{col 58}{space 4}-.3433142{col 71}{space 3} .2875576
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2253874{col 30}{space 2} .1304125{col 41}{space 1}   -1.73{col 50}{space 3}0.085{col 58}{space 4}-.4817264{col 71}{space 3} .0309517
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2} -.339687{col 30}{space 2} .1443471{col 41}{space 1}   -2.35{col 50}{space 3}0.019{col 58}{space 4}-.6234159{col 71}{space 3} -.055958
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.0975666{col 30}{space 2} .1586589{col 41}{space 1}   -0.61{col 50}{space 3}0.539{col 58}{space 4}-.4094267{col 71}{space 3} .2142935
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.2609125{col 30}{space 2} .1568283{col 41}{space 1}   -1.66{col 50}{space 3}0.097{col 58}{space 4}-.5691745{col 71}{space 3} .0473494
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1842097{col 30}{space 2} .1584076{col 41}{space 1}   -1.16{col 50}{space 3}0.246{col 58}{space 4}-.4955759{col 71}{space 3} .1271565
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.178451{col 30}{space 2}  .169115{col 41}{space 1}   12.88{col 50}{space 3}0.000{col 58}{space 4} 1.846039{col 71}{space 3} 2.510864
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg ladder_area nhub_taa5 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(20, 422)        =  {res}    53.57
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3261
                                                {txt}Root MSE          =    {res} 1.3382

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}nhub_taa5 {c |}{col 15}{res}{space 2}-.0047188{col 27}{space 2} .0011499{col 38}{space 1}   -4.10{col 47}{space 3}0.000{col 55}{space 4} -.006979{col 68}{space 3}-.0024586
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0019383{col 27}{space 2} .0013908{col 38}{space 1}   -1.39{col 47}{space 3}0.164{col 55}{space 4}-.0046721{col 68}{space 3} .0007955
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0662326{col 27}{space 2} .0497473{col 38}{space 1}   -1.33{col 47}{space 3}0.184{col 55}{space 4}-.1640159{col 68}{space 3} .0315507
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0560675{col 27}{space 2} .1762936{col 38}{space 1}   -0.32{col 47}{space 3}0.751{col 55}{space 4}-.4025903{col 68}{space 3} .2904554
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0211558{col 27}{space 2} .1034362{col 38}{space 1}    0.20{col 47}{space 3}0.838{col 55}{space 4}-.1821585{col 68}{space 3} .2244702
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2}  .115239{col 27}{space 2} .1215825{col 38}{space 1}    0.95{col 47}{space 3}0.344{col 55}{space 4}-.1237437{col 68}{space 3} .3542217
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2569959{col 27}{space 2} .1248557{col 38}{space 1}    2.06{col 47}{space 3}0.040{col 55}{space 4} .0115793{col 68}{space 3} .5024125
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0350468{col 27}{space 2} .0492346{col 38}{space 1}   -0.71{col 47}{space 3}0.477{col 55}{space 4}-.1318224{col 68}{space 3} .0617287
{txt}{space 10}gop {c |}{col 15}{res}{space 2}  .084597{col 27}{space 2} .0631685{col 38}{space 1}    1.34{col 47}{space 3}0.181{col 55}{space 4}-.0395671{col 68}{space 3} .2087611
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0855663{col 27}{space 2} .0630604{col 38}{space 1}    1.36{col 47}{space 3}0.176{col 55}{space 4}-.0383852{col 68}{space 3} .2095178
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0397201{col 27}{space 2} .0085052{col 38}{space 1}   -4.67{col 47}{space 3}0.000{col 55}{space 4}-.0564378{col 68}{space 3}-.0230023
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4715329{col 27}{space 2} .0167744{col 38}{space 1}   28.11{col 47}{space 3}0.000{col 55}{space 4} .4385612{col 68}{space 3} .5045047
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0676928{col 27}{space 2} .1434535{col 38}{space 1}   -0.47{col 47}{space 3}0.637{col 55}{space 4}-.3496651{col 68}{space 3} .2142795
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0938554{col 27}{space 2} .1459888{col 38}{space 1}   -0.64{col 47}{space 3}0.521{col 55}{space 4}-.3808112{col 68}{space 3} .1931003
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1698758{col 27}{space 2} .1850099{col 38}{space 1}   -0.92{col 47}{space 3}0.359{col 55}{space 4}-.5335315{col 68}{space 3}   .19378
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3321219{col 27}{space 2}  .132457{col 38}{space 1}   -2.51{col 47}{space 3}0.013{col 55}{space 4}-.5924795{col 68}{space 3}-.0717642
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3720991{col 27}{space 2} .1500074{col 38}{space 1}   -2.48{col 47}{space 3}0.014{col 55}{space 4}-.6669538{col 68}{space 3}-.0772444
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1713351{col 27}{space 2} .1721426{col 38}{space 1}   -1.00{col 47}{space 3}0.320{col 55}{space 4}-.5096988{col 68}{space 3} .1670286
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4200808{col 27}{space 2} .1648542{col 38}{space 1}   -2.55{col 47}{space 3}0.011{col 55}{space 4}-.7441184{col 68}{space 3}-.0960431
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.2098412{col 27}{space 2} .1566067{col 38}{space 1}   -1.34{col 47}{space 3}0.181{col 55}{space 4}-.5176674{col 68}{space 3} .0979851
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.698381{col 27}{space 2} .1677177{col 38}{space 1}   22.05{col 47}{space 3}0.000{col 55}{space 4} 3.368715{col 68}{space 3} 4.028047
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg ladder_area nhub_taa5 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(21, 422)        =  {res}   102.78
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4228
                                                {txt}Root MSE          =    {res} 1.2387

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}nhub_taa5 {c |}{col 18}{res}{space 2}-.0043274{col 30}{space 2} .0010316{col 41}{space 1}   -4.19{col 50}{space 3}0.000{col 58}{space 4}-.0063552{col 71}{space 3}-.0022996
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0004851{col 30}{space 2} .0013438{col 41}{space 1}    0.36{col 50}{space 3}0.718{col 58}{space 4}-.0021563{col 71}{space 3} .0031264
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0289523{col 30}{space 2}  .046326{col 41}{space 1}   -0.62{col 50}{space 3}0.532{col 58}{space 4}-.1200108{col 71}{space 3} .0621062
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.1046286{col 30}{space 2} .1438937{col 41}{space 1}   -0.73{col 50}{space 3}0.468{col 58}{space 4}-.3874662{col 71}{space 3}  .178209
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0070689{col 30}{space 2} .0943769{col 41}{space 1}    0.07{col 50}{space 3}0.940{col 58}{space 4}-.1784384{col 71}{space 3} .1925763
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0285354{col 30}{space 2} .1170979{col 41}{space 1}    0.24{col 50}{space 3}0.808{col 58}{space 4}-.2016324{col 71}{space 3} .2587033
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2244261{col 30}{space 2} .1170527{col 41}{space 1}    1.92{col 50}{space 3}0.056{col 58}{space 4}-.0056528{col 71}{space 3}  .454505
{txt}{space 9}college {c |}{col 18}{res}{space 2}  .000588{col 30}{space 2} .0460109{col 41}{space 1}    0.01{col 50}{space 3}0.990{col 58}{space 4} -.089851{col 71}{space 3}  .091027
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0166715{col 30}{space 2} .0592466{col 41}{space 1}    0.28{col 50}{space 3}0.779{col 58}{space 4}-.0997838{col 71}{space 3} .1331267
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0319957{col 30}{space 2} .0581092{col 41}{space 1}    0.55{col 50}{space 3}0.582{col 58}{space 4}-.0822237{col 71}{space 3} .1462152
{txt}{space 10}income {c |}{col 18}{res}{space 2} -.031688{col 30}{space 2}   .00817{col 41}{space 1}   -3.88{col 50}{space 3}0.000{col 58}{space 4}-.0477469{col 71}{space 3} -.015629
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3721709{col 30}{space 2} .0179256{col 41}{space 1}   20.76{col 50}{space 3}0.000{col 58}{space 4} .3369364{col 71}{space 3} .4074054
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3006194{col 30}{space 2} .0171019{col 41}{space 1}   17.58{col 50}{space 3}0.000{col 58}{space 4} .2670038{col 71}{space 3}  .334235
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0991359{col 30}{space 2} .1372234{col 41}{space 1}   -0.72{col 50}{space 3}0.470{col 58}{space 4}-.3688624{col 71}{space 3} .1705906
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.1245694{col 30}{space 2} .1354231{col 41}{space 1}   -0.92{col 50}{space 3}0.358{col 58}{space 4}-.3907572{col 71}{space 3} .1416184
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.1001104{col 30}{space 2} .1692394{col 41}{space 1}   -0.59{col 50}{space 3}0.554{col 58}{space 4}-.4327675{col 71}{space 3} .2325467
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2413336{col 30}{space 2} .1254418{col 41}{space 1}   -1.92{col 50}{space 3}0.055{col 58}{space 4}-.4879021{col 71}{space 3}  .005235
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.2892741{col 30}{space 2} .1390241{col 41}{space 1}   -2.08{col 50}{space 3}0.038{col 58}{space 4}-.5625401{col 71}{space 3}-.0160081
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.1125511{col 30}{space 2} .1512584{col 41}{space 1}   -0.74{col 50}{space 3}0.457{col 58}{space 4}-.4098647{col 71}{space 3} .1847626
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.3145446{col 30}{space 2} .1512758{col 41}{space 1}   -2.08{col 50}{space 3}0.038{col 58}{space 4}-.6118926{col 71}{space 3}-.0171966
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.2129919{col 30}{space 2} .1504439{col 41}{space 1}   -1.42{col 50}{space 3}0.158{col 58}{space 4}-.5087047{col 71}{space 3} .0827209
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.305684{col 30}{space 2} .1715461{col 41}{space 1}   13.44{col 50}{space 3}0.000{col 58}{space 4} 1.968493{col 71}{space 3} 2.642875
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg ladder_area hub_taa5 nhub_taa5 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(21, 422)        =  {res}    52.52
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3281
                                                {txt}Root MSE          =    {res} 1.3365

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 5}hub_taa5 {c |}{col 15}{res}{space 2}-.0109661{col 27}{space 2} .0033511{col 38}{space 1}   -3.27{col 47}{space 3}0.001{col 55}{space 4} -.017553{col 68}{space 3}-.0043791
{txt}{space 4}nhub_taa5 {c |}{col 15}{res}{space 2}-.0040735{col 27}{space 2} .0011495{col 38}{space 1}   -3.54{col 47}{space 3}0.000{col 55}{space 4} -.006333{col 68}{space 3}-.0018139
{txt}{space 10}age {c |}{col 15}{res}{space 2} -.001994{col 27}{space 2} .0013892{col 38}{space 1}   -1.44{col 47}{space 3}0.152{col 55}{space 4}-.0047245{col 68}{space 3} .0007366
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0703604{col 27}{space 2} .0498657{col 38}{space 1}   -1.41{col 47}{space 3}0.159{col 55}{space 4}-.1683764{col 68}{space 3} .0276555
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0425241{col 27}{space 2} .1743329{col 38}{space 1}   -0.24{col 47}{space 3}0.807{col 55}{space 4}-.3851931{col 68}{space 3} .3001449
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0195154{col 27}{space 2} .1032559{col 38}{space 1}    0.19{col 47}{space 3}0.850{col 55}{space 4}-.1834445{col 68}{space 3} .2224752
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1128394{col 27}{space 2} .1204875{col 38}{space 1}    0.94{col 47}{space 3}0.350{col 55}{space 4} -.123991{col 68}{space 3} .3496698
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2514752{col 27}{space 2}  .125058{col 38}{space 1}    2.01{col 47}{space 3}0.045{col 55}{space 4}  .005661{col 68}{space 3} .4972895
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0344566{col 27}{space 2}  .048984{col 38}{space 1}   -0.70{col 47}{space 3}0.482{col 55}{space 4}-.1307396{col 68}{space 3} .0618264
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0804953{col 27}{space 2} .0631445{col 38}{space 1}    1.27{col 47}{space 3}0.203{col 55}{space 4}-.0436216{col 68}{space 3} .2046121
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0805716{col 27}{space 2} .0632578{col 38}{space 1}    1.27{col 47}{space 3}0.203{col 55}{space 4} -.043768{col 68}{space 3} .2049113
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0395916{col 27}{space 2} .0084791{col 38}{space 1}   -4.67{col 47}{space 3}0.000{col 55}{space 4}-.0562581{col 68}{space 3}-.0229251
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4719473{col 27}{space 2} .0167027{col 38}{space 1}   28.26{col 47}{space 3}0.000{col 55}{space 4} .4391164{col 68}{space 3} .5047782
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0591733{col 27}{space 2} .1426661{col 38}{space 1}   -0.41{col 47}{space 3}0.679{col 55}{space 4} -.339598{col 68}{space 3} .2212514
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0601213{col 27}{space 2} .1464949{col 38}{space 1}   -0.41{col 47}{space 3}0.682{col 55}{space 4} -.348072{col 68}{space 3} .2278294
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1145405{col 27}{space 2} .1732571{col 38}{space 1}   -0.66{col 47}{space 3}0.509{col 55}{space 4}-.4550948{col 68}{space 3} .2260138
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3221893{col 27}{space 2}  .131817{col 38}{space 1}   -2.44{col 47}{space 3}0.015{col 55}{space 4} -.581289{col 68}{space 3}-.0630896
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3611053{col 27}{space 2} .1494562{col 38}{space 1}   -2.42{col 47}{space 3}0.016{col 55}{space 4}-.6548767{col 68}{space 3}-.0673339
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1582716{col 27}{space 2} .1705886{col 38}{space 1}   -0.93{col 47}{space 3}0.354{col 55}{space 4}-.4935808{col 68}{space 3} .1770377
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4080992{col 27}{space 2} .1639871{col 38}{space 1}   -2.49{col 47}{space 3}0.013{col 55}{space 4}-.7304324{col 68}{space 3}-.0857659
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1937001{col 27}{space 2} .1562298{col 38}{space 1}   -1.24{col 47}{space 3}0.216{col 55}{space 4}-.5007855{col 68}{space 3} .1133853
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.692023{col 27}{space 2} .1666157{col 38}{space 1}   22.16{col 47}{space 3}0.000{col 55}{space 4} 3.364523{col 68}{space 3} 4.019523
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa5 nhub_taa5 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(22, 422)        =  {res}    99.92
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4245
                                                {txt}Root MSE          =    {res} 1.2371

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa5 {c |}{col 18}{res}{space 2}-.0099767{col 30}{space 2} .0036482{col 41}{space 1}   -2.73{col 50}{space 3}0.007{col 58}{space 4}-.0171476{col 71}{space 3}-.0028057
{txt}{space 7}nhub_taa5 {c |}{col 18}{res}{space 2} -.003741{col 30}{space 2} .0010486{col 41}{space 1}   -3.57{col 50}{space 3}0.000{col 58}{space 4}-.0058021{col 71}{space 3}-.0016799
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0004304{col 30}{space 2} .0013413{col 41}{space 1}    0.32{col 50}{space 3}0.748{col 58}{space 4}-.0022061{col 71}{space 3} .0030669
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0327827{col 30}{space 2} .0464455{col 41}{space 1}   -0.71{col 50}{space 3}0.481{col 58}{space 4} -.124076{col 71}{space 3} .0585106
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0922325{col 30}{space 2}   .14407{col 41}{space 1}   -0.64{col 50}{space 3}0.522{col 58}{space 4}-.3754166{col 71}{space 3} .1909517
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0055924{col 30}{space 2} .0946368{col 41}{space 1}    0.06{col 50}{space 3}0.953{col 58}{space 4}-.1804258{col 71}{space 3} .1916105
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0264957{col 30}{space 2} .1158182{col 41}{space 1}    0.23{col 50}{space 3}0.819{col 58}{space 4}-.2011568{col 71}{space 3} .2541481
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2194543{col 30}{space 2} .1172685{col 41}{space 1}    1.87{col 50}{space 3}0.062{col 58}{space 4}-.0110489{col 71}{space 3} .4499575
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0010486{col 30}{space 2}  .045685{col 41}{space 1}    0.02{col 50}{space 3}0.982{col 58}{space 4}-.0887498{col 71}{space 3}  .090847
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0130396{col 30}{space 2} .0591757{col 41}{space 1}    0.22{col 50}{space 3}0.826{col 58}{space 4}-.1032762{col 71}{space 3} .1293555
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0275255{col 30}{space 2} .0582424{col 41}{space 1}    0.47{col 50}{space 3}0.637{col 58}{space 4}-.0869559{col 71}{space 3}  .142007
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0315871{col 30}{space 2}  .008153{col 41}{space 1}   -3.87{col 50}{space 3}0.000{col 58}{space 4}-.0476126{col 71}{space 3}-.0155616
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3727229{col 30}{space 2} .0178798{col 41}{space 1}   20.85{col 50}{space 3}0.000{col 58}{space 4} .3375783{col 71}{space 3} .4078676
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3000914{col 30}{space 2} .0170819{col 41}{space 1}   17.57{col 50}{space 3}0.000{col 58}{space 4} .2665152{col 71}{space 3} .3336676
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}  -.09129{col 30}{space 2}  .136525{col 41}{space 1}   -0.67{col 50}{space 3}0.504{col 58}{space 4}-.3596437{col 71}{space 3} .1770638
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2} -.093826{col 30}{space 2} .1360552{col 41}{space 1}   -0.69{col 50}{space 3}0.491{col 58}{space 4}-.3612563{col 71}{space 3} .1736043
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0498901{col 30}{space 2} .1566378{col 41}{space 1}   -0.32{col 50}{space 3}0.750{col 58}{space 4}-.3577775{col 71}{space 3} .2579974
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2} -.232455{col 30}{space 2} .1249128{col 41}{space 1}   -1.86{col 50}{space 3}0.063{col 58}{space 4}-.4779838{col 71}{space 3} .0130738
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.2794195{col 30}{space 2} .1383194{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.5513003{col 71}{space 3}-.0075387
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.1007688{col 30}{space 2} .1496773{col 41}{space 1}   -0.67{col 50}{space 3}0.501{col 58}{space 4}-.3949747{col 71}{space 3}  .193437
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2} -.303829{col 30}{space 2} .1507918{col 41}{space 1}   -2.01{col 50}{space 3}0.045{col 58}{space 4}-.6002255{col 71}{space 3}-.0074324
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1982957{col 30}{space 2} .1502294{col 41}{space 1}   -1.32{col 50}{space 3}0.188{col 58}{space 4}-.4935868{col 71}{space 3} .0969953
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.302372{col 30}{space 2} .1706487{col 41}{space 1}   13.49{col 50}{space 3}0.000{col 58}{space 4} 1.966944{col 71}{space 3} 2.637799
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA18.tex", label keep(hub_taa5 nhub_taa5 ladder_self ladder_area_past ladder_self ladder_area_past age male black hispanic asian race_others college gop dem income) order(hub_taa5 nhub_taa5 ladder_self ladder_area_past ladder_self ladder_area_past age male black hispanic asian race_others college gop dem income) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*")
{res}{txt}(note: file TableA18.tex not found)
(output written to {browse  `"TableA18.tex"'})

{com}. 
. * Table A19: Trade Shock to Industrial Hubs and Individual Perception of Regional Standing: 85th Percentile
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg ladder_area hub_taa15 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(20, 422)        =  {res}    53.99
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3250
                                                {txt}Root MSE          =    {res} 1.3393

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}hub_taa15 {c |}{col 15}{res}{space 2}-.0135269{col 27}{space 2} .0027848{col 38}{space 1}   -4.86{col 47}{space 3}0.000{col 55}{space 4}-.0190008{col 68}{space 3} -.008053
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0021157{col 27}{space 2} .0013907{col 38}{space 1}   -1.52{col 47}{space 3}0.129{col 55}{space 4}-.0048493{col 68}{space 3} .0006179
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0684251{col 27}{space 2} .0496011{col 38}{space 1}   -1.38{col 47}{space 3}0.168{col 55}{space 4}-.1659211{col 68}{space 3}  .029071
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0179669{col 27}{space 2} .1748702{col 38}{space 1}   -0.10{col 47}{space 3}0.918{col 55}{space 4} -.361692{col 68}{space 3} .3257582
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0350595{col 27}{space 2} .1020471{col 38}{space 1}    0.34{col 47}{space 3}0.731{col 55}{space 4}-.1655245{col 68}{space 3} .2356434
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1392798{col 27}{space 2} .1198032{col 38}{space 1}    1.16{col 47}{space 3}0.246{col 55}{space 4}-.0962056{col 68}{space 3} .3747652
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2748159{col 27}{space 2} .1245486{col 38}{space 1}    2.21{col 47}{space 3}0.028{col 55}{space 4}  .030003{col 68}{space 3} .5196287
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0244636{col 27}{space 2} .0488828{col 38}{space 1}   -0.50{col 47}{space 3}0.617{col 55}{space 4}-.1205477{col 68}{space 3} .0716206
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0744497{col 27}{space 2} .0626876{col 38}{space 1}    1.19{col 47}{space 3}0.236{col 55}{space 4}-.0487692{col 68}{space 3} .1976686
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0840515{col 27}{space 2} .0634957{col 38}{space 1}    1.32{col 47}{space 3}0.186{col 55}{space 4}-.0407557{col 68}{space 3} .2088588
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0373184{col 27}{space 2} .0084037{col 38}{space 1}   -4.44{col 47}{space 3}0.000{col 55}{space 4}-.0538368{col 68}{space 3}-.0208001
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4732175{col 27}{space 2} .0167453{col 38}{space 1}   28.26{col 47}{space 3}0.000{col 55}{space 4}  .440303{col 68}{space 3}  .506132
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0553734{col 27}{space 2} .1554388{col 38}{space 1}   -0.36{col 47}{space 3}0.722{col 55}{space 4}-.3609042{col 68}{space 3} .2501573
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0817736{col 27}{space 2} .1540707{col 38}{space 1}   -0.53{col 47}{space 3}0.596{col 55}{space 4}-.3846152{col 68}{space 3}  .221068
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.0921829{col 27}{space 2} .1778899{col 38}{space 1}   -0.52{col 47}{space 3}0.605{col 55}{space 4}-.4418435{col 68}{space 3} .2574778
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3155446{col 27}{space 2}  .140151{col 38}{space 1}   -2.25{col 47}{space 3}0.025{col 55}{space 4}-.5910257{col 68}{space 3}-.0400636
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2} -.427459{col 27}{space 2}  .157105{col 38}{space 1}   -2.72{col 47}{space 3}0.007{col 55}{space 4}-.7362648{col 68}{space 3}-.1186532
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1451907{col 27}{space 2} .1811272{col 38}{space 1}   -0.80{col 47}{space 3}0.423{col 55}{space 4}-.5012144{col 68}{space 3} .2108331
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.3633985{col 27}{space 2} .1720773{col 38}{space 1}   -2.11{col 47}{space 3}0.035{col 55}{space 4}-.7016338{col 68}{space 3}-.0251632
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1790573{col 27}{space 2} .1662054{col 38}{space 1}   -1.08{col 47}{space 3}0.282{col 55}{space 4}-.5057509{col 68}{space 3} .1476362
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.564747{col 27}{space 2} .1688657{col 38}{space 1}   21.11{col 47}{space 3}0.000{col 55}{space 4} 3.232824{col 68}{space 3}  3.89667
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa15 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(21, 422)        =  {res}   103.60
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4219
                                                {txt}Root MSE          =    {res} 1.2396

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa15 {c |}{col 18}{res}{space 2}-.0124819{col 30}{space 2} .0028339{col 41}{space 1}   -4.40{col 50}{space 3}0.000{col 58}{space 4}-.0180523{col 71}{space 3}-.0069115
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0003247{col 30}{space 2} .0013416{col 41}{space 1}    0.24{col 50}{space 3}0.809{col 58}{space 4}-.0023124{col 71}{space 3} .0029618
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0309663{col 30}{space 2} .0460459{col 41}{space 1}   -0.67{col 50}{space 3}0.502{col 58}{space 4}-.1214742{col 71}{space 3} .0595417
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0696937{col 30}{space 2} .1441727{col 41}{space 1}   -0.48{col 50}{space 3}0.629{col 58}{space 4}-.3530797{col 71}{space 3} .2136922
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0197558{col 30}{space 2} .0941132{col 41}{space 1}    0.21{col 50}{space 3}0.834{col 58}{space 4}-.1652332{col 71}{space 3} .2047448
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0504314{col 30}{space 2} .1153098{col 41}{space 1}    0.44{col 50}{space 3}0.662{col 58}{space 4}-.1762216{col 71}{space 3} .2770845
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2406627{col 30}{space 2} .1167025{col 41}{space 1}    2.06{col 50}{space 3}0.040{col 58}{space 4} .0112721{col 71}{space 3} .4700532
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0103123{col 30}{space 2} .0457795{col 41}{space 1}    0.23{col 50}{space 3}0.822{col 58}{space 4}-.0796719{col 71}{space 3} .1002965
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0072573{col 30}{space 2} .0585966{col 41}{space 1}    0.12{col 50}{space 3}0.901{col 58}{space 4}-.1079202{col 71}{space 3} .1224349
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0304895{col 30}{space 2} .0583108{col 41}{space 1}    0.52{col 50}{space 3}0.601{col 58}{space 4}-.0841262{col 71}{space 3} .1451052
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0294824{col 30}{space 2} .0080752{col 41}{space 1}   -3.65{col 50}{space 3}0.000{col 58}{space 4} -.045355{col 71}{space 3}-.0136099
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3736197{col 30}{space 2} .0179058{col 41}{space 1}   20.87{col 50}{space 3}0.000{col 58}{space 4} .3384241{col 71}{space 3} .4088153
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3009128{col 30}{space 2} .0170766{col 41}{space 1}   17.62{col 50}{space 3}0.000{col 58}{space 4}  .267347{col 71}{space 3} .3344786
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2} -.087764{col 30}{space 2} .1474455{col 41}{space 1}   -0.60{col 50}{space 3}0.552{col 58}{space 4} -.377583{col 71}{space 3} .2020551
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.1132395{col 30}{space 2} .1424015{col 41}{space 1}   -0.80{col 50}{space 3}0.427{col 58}{space 4} -.393144{col 71}{space 3}  .166665
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0284241{col 30}{space 2} .1603718{col 41}{space 1}   -0.18{col 50}{space 3}0.859{col 58}{space 4}-.3436512{col 71}{space 3} .2868029
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2259821{col 30}{space 2} .1305093{col 41}{space 1}   -1.73{col 50}{space 3}0.084{col 58}{space 4}-.4825114{col 71}{space 3} .0305472
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.3398022{col 30}{space 2} .1445345{col 41}{space 1}   -2.35{col 50}{space 3}0.019{col 58}{space 4}-.6238994{col 71}{space 3} -.055705
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.0883698{col 30}{space 2} .1580801{col 41}{space 1}   -0.56{col 50}{space 3}0.576{col 58}{space 4}-.3990922{col 71}{space 3} .2223527
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.2624407{col 30}{space 2} .1568814{col 41}{space 1}   -1.67{col 50}{space 3}0.095{col 58}{space 4} -.570807{col 71}{space 3} .0459257
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1846636{col 30}{space 2} .1584614{col 41}{space 1}   -1.17{col 50}{space 3}0.245{col 58}{space 4}-.4961356{col 71}{space 3} .1268083
{txt}{space 11}_cons {c |}{col 18}{res}{space 2}  2.18194{col 30}{space 2} .1696115{col 41}{space 1}   12.86{col 50}{space 3}0.000{col 58}{space 4} 1.848551{col 71}{space 3} 2.515329
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg ladder_area nhub_taa15 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(20, 422)        =  {res}    53.55
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3261
                                                {txt}Root MSE          =    {res} 1.3382

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}nhub_taa15 {c |}{col 15}{res}{space 2}-.0047431{col 27}{space 2}  .001151{col 38}{space 1}   -4.12{col 47}{space 3}0.000{col 55}{space 4}-.0070054{col 68}{space 3}-.0024808
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0019388{col 27}{space 2} .0013913{col 38}{space 1}   -1.39{col 47}{space 3}0.164{col 55}{space 4}-.0046735{col 68}{space 3}  .000796
{txt}{space 9}male {c |}{col 15}{res}{space 2} -.066332{col 27}{space 2} .0497421{col 38}{space 1}   -1.33{col 47}{space 3}0.183{col 55}{space 4}-.1641052{col 68}{space 3} .0314412
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0553714{col 27}{space 2} .1762826{col 38}{space 1}   -0.31{col 47}{space 3}0.754{col 55}{space 4}-.4018728{col 68}{space 3} .2911299
{txt}{space 8}black {c |}{col 15}{res}{space 2}  .021564{col 27}{space 2} .1033962{col 38}{space 1}    0.21{col 47}{space 3}0.835{col 55}{space 4}-.1816718{col 68}{space 3} .2247998
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1154353{col 27}{space 2} .1215591{col 38}{space 1}    0.95{col 47}{space 3}0.343{col 55}{space 4}-.1235015{col 68}{space 3}  .354372
{txt}{space 8}asian {c |}{col 15}{res}{space 2}  .256748{col 27}{space 2} .1248397{col 38}{space 1}    2.06{col 47}{space 3}0.040{col 55}{space 4} .0113628{col 68}{space 3} .5021332
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0353524{col 27}{space 2} .0492391{col 38}{space 1}   -0.72{col 47}{space 3}0.473{col 55}{space 4}-.1321369{col 68}{space 3}  .061432
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0847187{col 27}{space 2} .0631892{col 38}{space 1}    1.34{col 47}{space 3}0.181{col 55}{space 4}-.0394861{col 68}{space 3} .2089236
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0858023{col 27}{space 2} .0630973{col 38}{space 1}    1.36{col 47}{space 3}0.175{col 55}{space 4}-.0382218{col 68}{space 3} .2098264
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0396766{col 27}{space 2} .0085046{col 38}{space 1}   -4.67{col 47}{space 3}0.000{col 55}{space 4}-.0563933{col 68}{space 3}-.0229599
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4715763{col 27}{space 2} .0167755{col 38}{space 1}   28.11{col 47}{space 3}0.000{col 55}{space 4} .4386025{col 68}{space 3} .5045502
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0682413{col 27}{space 2} .1435629{col 38}{space 1}   -0.48{col 47}{space 3}0.635{col 55}{space 4}-.3504286{col 68}{space 3} .2139461
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0940347{col 27}{space 2} .1458497{col 38}{space 1}   -0.64{col 47}{space 3}0.519{col 55}{space 4} -.380717{col 68}{space 3} .1926476
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1695597{col 27}{space 2} .1849828{col 38}{space 1}   -0.92{col 47}{space 3}0.360{col 55}{space 4}-.5331621{col 68}{space 3} .1940427
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3318874{col 27}{space 2} .1323492{col 38}{space 1}   -2.51{col 47}{space 3}0.013{col 55}{space 4}-.5920332{col 68}{space 3}-.0717417
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3715507{col 27}{space 2} .1498723{col 38}{space 1}   -2.48{col 47}{space 3}0.014{col 55}{space 4}-.6661399{col 68}{space 3}-.0769616
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1747833{col 27}{space 2} .1723486{col 38}{space 1}   -1.01{col 47}{space 3}0.311{col 55}{space 4}-.5135519{col 68}{space 3} .1639853
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4197423{col 27}{space 2}  .164782{col 38}{space 1}   -2.55{col 47}{space 3}0.011{col 55}{space 4}-.7436379{col 68}{space 3}-.0958466
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.2096961{col 27}{space 2} .1564876{col 38}{space 1}   -1.34{col 47}{space 3}0.181{col 55}{space 4}-.5172884{col 68}{space 3} .0978962
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.697728{col 27}{space 2}  .167497{col 38}{space 1}   22.08{col 47}{space 3}0.000{col 55}{space 4} 3.368496{col 68}{space 3}  4.02696
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg ladder_area nhub_taa15 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(21, 422)        =  {res}   102.81
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4228
                                                {txt}Root MSE          =    {res} 1.2387

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}nhub_taa15 {c |}{col 18}{res}{space 2}-.0043355{col 30}{space 2} .0010315{col 41}{space 1}   -4.20{col 50}{space 3}0.000{col 58}{space 4}-.0063629{col 71}{space 3} -.002308
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0004839{col 30}{space 2} .0013442{col 41}{space 1}    0.36{col 50}{space 3}0.719{col 58}{space 4}-.0021582{col 71}{space 3}  .003126
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0290378{col 30}{space 2} .0463175{col 41}{space 1}   -0.63{col 50}{space 3}0.531{col 58}{space 4}-.1200795{col 71}{space 3} .0620038
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.1038991{col 30}{space 2} .1439075{col 41}{space 1}   -0.72{col 50}{space 3}0.471{col 58}{space 4} -.386764{col 71}{space 3} .1789658
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0075074{col 30}{space 2} .0943571{col 41}{space 1}    0.08{col 50}{space 3}0.937{col 58}{space 4} -.177961{col 71}{space 3} .1929759
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0288285{col 30}{space 2}  .117068{col 41}{space 1}    0.25{col 50}{space 3}0.806{col 58}{space 4}-.2012805{col 71}{space 3} .2589375
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2242923{col 30}{space 2} .1170541{col 41}{space 1}    1.92{col 50}{space 3}0.056{col 58}{space 4}-.0057894{col 71}{space 3}  .454374
{txt}{space 9}college {c |}{col 18}{res}{space 2}  .000338{col 30}{space 2} .0460091{col 41}{space 1}    0.01{col 50}{space 3}0.994{col 58}{space 4}-.0900975{col 71}{space 3} .0907735
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0167756{col 30}{space 2} .0592677{col 41}{space 1}    0.28{col 50}{space 3}0.777{col 58}{space 4} -.099721{col 71}{space 3} .1332722
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0322395{col 30}{space 2} .0581451{col 41}{space 1}    0.55{col 50}{space 3}0.580{col 58}{space 4}-.0820506{col 71}{space 3} .1465296
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0316405{col 30}{space 2} .0081684{col 41}{space 1}   -3.87{col 50}{space 3}0.000{col 58}{space 4}-.0476963{col 71}{space 3}-.0155847
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3722285{col 30}{space 2} .0179278{col 41}{space 1}   20.76{col 50}{space 3}0.000{col 58}{space 4} .3369897{col 71}{space 3} .4074674
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3005795{col 30}{space 2}  .017102{col 41}{space 1}   17.58{col 50}{space 3}0.000{col 58}{space 4} .2669637{col 71}{space 3} .3341953
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0996349{col 30}{space 2}  .137324{col 41}{space 1}   -0.73{col 50}{space 3}0.469{col 58}{space 4}-.3695592{col 71}{space 3} .1702894
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.1248397{col 30}{space 2} .1353313{col 41}{space 1}   -0.92{col 50}{space 3}0.357{col 58}{space 4}-.3908471{col 71}{space 3} .1411678
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0997927{col 30}{space 2} .1692207{col 41}{space 1}   -0.59{col 50}{space 3}0.556{col 58}{space 4}-.4324132{col 71}{space 3} .2328278
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2} -.241113{col 30}{space 2} .1253769{col 41}{space 1}   -1.92{col 50}{space 3}0.055{col 58}{space 4}-.4875541{col 71}{space 3}  .005328
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.2890317{col 30}{space 2}  .138914{col 41}{space 1}   -2.08{col 50}{space 3}0.038{col 58}{space 4}-.5620812{col 71}{space 3}-.0159822
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}  -.11571{col 30}{space 2}  .151461{col 41}{space 1}   -0.76{col 50}{space 3}0.445{col 58}{space 4} -.413422{col 71}{space 3} .1820019
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.3140914{col 30}{space 2}  .151228{col 41}{space 1}   -2.08{col 50}{space 3}0.038{col 58}{space 4}-.6113454{col 71}{space 3}-.0168374
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.2128177{col 30}{space 2}  .150372{col 41}{space 1}   -1.42{col 50}{space 3}0.158{col 58}{space 4}-.5083891{col 71}{space 3} .0827536
{txt}{space 11}_cons {c |}{col 18}{res}{space 2}   2.3048{col 30}{space 2} .1712845{col 41}{space 1}   13.46{col 50}{space 3}0.000{col 58}{space 4} 1.968122{col 71}{space 3} 2.641477
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg ladder_area hub_taa15 nhub_taa15 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(21, 422)        =  {res}    52.54
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3281
                                                {txt}Root MSE          =    {res} 1.3365

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}hub_taa15 {c |}{col 15}{res}{space 2}-.0108026{col 27}{space 2} .0034158{col 38}{space 1}   -3.16{col 47}{space 3}0.002{col 55}{space 4}-.0175167{col 68}{space 3}-.0040885
{txt}{space 3}nhub_taa15 {c |}{col 15}{res}{space 2}-.0040875{col 27}{space 2}   .00115{col 38}{space 1}   -3.55{col 47}{space 3}0.000{col 55}{space 4} -.006348{col 68}{space 3}-.0018271
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0019913{col 27}{space 2} .0013894{col 38}{space 1}   -1.43{col 47}{space 3}0.153{col 55}{space 4}-.0047224{col 68}{space 3} .0007397
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0701846{col 27}{space 2} .0498707{col 38}{space 1}   -1.41{col 47}{space 3}0.160{col 55}{space 4}-.1682105{col 68}{space 3} .0278414
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0439471{col 27}{space 2} .1743191{col 38}{space 1}   -0.25{col 47}{space 3}0.801{col 55}{space 4}-.3865889{col 68}{space 3} .2986947
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0187897{col 27}{space 2} .1032375{col 38}{space 1}    0.18{col 47}{space 3}0.856{col 55}{space 4}-.1841342{col 68}{space 3} .2217135
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1123195{col 27}{space 2} .1205636{col 38}{space 1}    0.93{col 47}{space 3}0.352{col 55}{space 4}-.1246604{col 68}{space 3} .3492994
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2516674{col 27}{space 2} .1250804{col 38}{space 1}    2.01{col 47}{space 3}0.045{col 55}{space 4} .0058093{col 68}{space 3} .4975256
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0341233{col 27}{space 2} .0489992{col 38}{space 1}   -0.70{col 47}{space 3}0.487{col 55}{space 4}-.1304362{col 68}{space 3} .0621895
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0804319{col 27}{space 2} .0631224{col 38}{space 1}    1.27{col 47}{space 3}0.203{col 55}{space 4}-.0436415{col 68}{space 3} .2045054
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0802584{col 27}{space 2}  .063221{col 38}{space 1}    1.27{col 47}{space 3}0.205{col 55}{space 4}-.0440089{col 68}{space 3} .2045257
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0396789{col 27}{space 2} .0084758{col 38}{space 1}   -4.68{col 47}{space 3}0.000{col 55}{space 4} -.056339{col 68}{space 3}-.0230189
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4718667{col 27}{space 2} .0167014{col 38}{space 1}   28.25{col 47}{space 3}0.000{col 55}{space 4} .4390384{col 68}{space 3}  .504695
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0585263{col 27}{space 2}   .14241{col 38}{space 1}   -0.41{col 47}{space 3}0.681{col 55}{space 4}-.3384475{col 68}{space 3}  .221395
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0600677{col 27}{space 2} .1466495{col 38}{space 1}   -0.41{col 47}{space 3}0.682{col 55}{space 4}-.3483222{col 68}{space 3} .2281868
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1159172{col 27}{space 2} .1732722{col 38}{space 1}   -0.67{col 47}{space 3}0.504{col 55}{space 4}-.4565013{col 68}{space 3}  .224667
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3227196{col 27}{space 2} .1319081{col 38}{space 1}   -2.45{col 47}{space 3}0.015{col 55}{space 4}-.5819983{col 68}{space 3}-.0634409
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3613667{col 27}{space 2} .1495634{col 38}{space 1}   -2.42{col 47}{space 3}0.016{col 55}{space 4}-.6553488{col 68}{space 3}-.0673846
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1535865{col 27}{space 2} .1706181{col 38}{space 1}   -0.90{col 47}{space 3}0.369{col 55}{space 4}-.4889537{col 68}{space 3} .1817807
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4091891{col 27}{space 2}  .164027{col 38}{space 1}   -2.49{col 47}{space 3}0.013{col 55}{space 4}-.7316008{col 68}{space 3}-.0867774
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1942599{col 27}{space 2} .1562886{col 38}{space 1}   -1.24{col 47}{space 3}0.215{col 55}{space 4} -.501461{col 68}{space 3} .1129413
{txt}{space 8}_cons {c |}{col 15}{res}{space 2}  3.69433{col 27}{space 2} .1665705{col 38}{space 1}   22.18{col 47}{space 3}0.000{col 55}{space 4} 3.366918{col 68}{space 3} 4.021741
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa15 nhub_taa15 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(22, 422)        =  {res}    99.89
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4245
                                                {txt}Root MSE          =    {res} 1.2371

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa15 {c |}{col 18}{res}{space 2}-.0099991{col 30}{space 2} .0036536{col 41}{space 1}   -2.74{col 50}{space 3}0.006{col 58}{space 4}-.0171805{col 71}{space 3}-.0028177
{txt}{space 6}nhub_taa15 {c |}{col 18}{res}{space 2}-.0037293{col 30}{space 2} .0010473{col 41}{space 1}   -3.56{col 50}{space 3}0.000{col 58}{space 4}-.0057879{col 71}{space 3}-.0016706
{txt}{space 13}age {c |}{col 18}{res}{space 2}  .000432{col 30}{space 2} .0013414{col 41}{space 1}    0.32{col 50}{space 3}0.748{col 58}{space 4}-.0022047{col 71}{space 3} .0030688
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0326686{col 30}{space 2}  .046452{col 41}{space 1}   -0.70{col 50}{space 3}0.482{col 58}{space 4}-.1239746{col 71}{space 3} .0586374
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0932672{col 30}{space 2} .1439539{col 41}{space 1}   -0.65{col 50}{space 3}0.517{col 58}{space 4}-.3762232{col 71}{space 3} .1896888
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0049493{col 30}{space 2} .0946188{col 41}{space 1}    0.05{col 50}{space 3}0.958{col 58}{space 4}-.1810336{col 71}{space 3} .1909322
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0260584{col 30}{space 2} .1158768{col 41}{space 1}    0.22{col 50}{space 3}0.822{col 58}{space 4}-.2017091{col 71}{space 3}  .253826
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2196288{col 30}{space 2} .1172598{col 41}{space 1}    1.87{col 50}{space 3}0.062{col 58}{space 4}-.0108572{col 71}{space 3} .4501148
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0014083{col 30}{space 2} .0457062{col 41}{space 1}    0.03{col 50}{space 3}0.975{col 58}{space 4}-.0884319{col 71}{space 3} .0912484
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0128825{col 30}{space 2}  .059156{col 41}{space 1}    0.22{col 50}{space 3}0.828{col 58}{space 4}-.1033946{col 71}{space 3} .1291596
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0271612{col 30}{space 2} .0582105{col 41}{space 1}    0.47{col 50}{space 3}0.641{col 58}{space 4}-.0872574{col 71}{space 3} .1415798
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0316563{col 30}{space 2} .0081515{col 41}{space 1}   -3.88{col 50}{space 3}0.000{col 58}{space 4}-.0476789{col 71}{space 3}-.0156337
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3726406{col 30}{space 2} .0178733{col 41}{space 1}   20.85{col 50}{space 3}0.000{col 58}{space 4} .3375088{col 71}{space 3} .4077723
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3001476{col 30}{space 2} .0170798{col 41}{space 1}   17.57{col 50}{space 3}0.000{col 58}{space 4} .2665754{col 71}{space 3} .3337197
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0905507{col 30}{space 2} .1363972{col 41}{space 1}   -0.66{col 50}{space 3}0.507{col 58}{space 4}-.3586532{col 71}{space 3} .1775519
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.0933561{col 30}{space 2} .1362052{col 41}{space 1}   -0.69{col 50}{space 3}0.493{col 58}{space 4}-.3610813{col 71}{space 3} .1743691
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}  -.05024{col 30}{space 2} .1566223{col 41}{space 1}   -0.32{col 50}{space 3}0.749{col 58}{space 4} -.358097{col 71}{space 3} .2576171
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2327556{col 30}{space 2} .1249937{col 41}{space 1}   -1.86{col 50}{space 3}0.063{col 58}{space 4}-.4784434{col 71}{space 3} .0129321
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2} -.279726{col 30}{space 2}  .138464{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4} -.551891{col 71}{space 3} -.007561
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2} -.096174{col 30}{space 2} .1496885{col 41}{space 1}   -0.64{col 50}{space 3}0.521{col 58}{space 4} -.390402{col 71}{space 3}  .198054
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.3044744{col 30}{space 2} .1508605{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.6010061{col 71}{space 3}-.0079427
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1985183{col 30}{space 2} .1503025{col 41}{space 1}   -1.32{col 50}{space 3}0.187{col 58}{space 4}-.4939531{col 71}{space 3} .0969165
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.303686{col 30}{space 2}  .170719{col 41}{space 1}   13.49{col 50}{space 3}0.000{col 58}{space 4}  1.96812{col 71}{space 3} 2.639251
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA19.tex", label keep(hub_taa15 nhub_taa15 ladder_self ladder_area_past ladder_self ladder_area_past age male black hispanic asian race_others college gop dem income) order(hub_taa15 nhub_taa15 ladder_self ladder_area_past ladder_self ladder_area_past age male black hispanic asian race_others college gop dem income) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*")
{res}{txt}(note: file TableA19.tex not found)
(output written to {browse  `"TableA19.tex"'})

{com}. 
. * Table A20: Trade Shock to Industrial Hubs and Individual Perception of Regional Standing: 80th Percentile
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg ladder_area hub_taa20 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(20, 422)        =  {res}    53.99
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3250
                                                {txt}Root MSE          =    {res} 1.3393

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}hub_taa20 {c |}{col 15}{res}{space 2}-.0135269{col 27}{space 2} .0027848{col 38}{space 1}   -4.86{col 47}{space 3}0.000{col 55}{space 4}-.0190008{col 68}{space 3} -.008053
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0021157{col 27}{space 2} .0013907{col 38}{space 1}   -1.52{col 47}{space 3}0.129{col 55}{space 4}-.0048493{col 68}{space 3} .0006179
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0684251{col 27}{space 2} .0496011{col 38}{space 1}   -1.38{col 47}{space 3}0.168{col 55}{space 4}-.1659211{col 68}{space 3}  .029071
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0179669{col 27}{space 2} .1748702{col 38}{space 1}   -0.10{col 47}{space 3}0.918{col 55}{space 4} -.361692{col 68}{space 3} .3257582
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0350595{col 27}{space 2} .1020471{col 38}{space 1}    0.34{col 47}{space 3}0.731{col 55}{space 4}-.1655245{col 68}{space 3} .2356434
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1392798{col 27}{space 2} .1198032{col 38}{space 1}    1.16{col 47}{space 3}0.246{col 55}{space 4}-.0962056{col 68}{space 3} .3747652
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2748159{col 27}{space 2} .1245486{col 38}{space 1}    2.21{col 47}{space 3}0.028{col 55}{space 4}  .030003{col 68}{space 3} .5196287
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0244636{col 27}{space 2} .0488828{col 38}{space 1}   -0.50{col 47}{space 3}0.617{col 55}{space 4}-.1205477{col 68}{space 3} .0716206
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0744497{col 27}{space 2} .0626876{col 38}{space 1}    1.19{col 47}{space 3}0.236{col 55}{space 4}-.0487692{col 68}{space 3} .1976686
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0840515{col 27}{space 2} .0634957{col 38}{space 1}    1.32{col 47}{space 3}0.186{col 55}{space 4}-.0407557{col 68}{space 3} .2088588
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0373184{col 27}{space 2} .0084037{col 38}{space 1}   -4.44{col 47}{space 3}0.000{col 55}{space 4}-.0538368{col 68}{space 3}-.0208001
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4732175{col 27}{space 2} .0167453{col 38}{space 1}   28.26{col 47}{space 3}0.000{col 55}{space 4}  .440303{col 68}{space 3}  .506132
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0553734{col 27}{space 2} .1554388{col 38}{space 1}   -0.36{col 47}{space 3}0.722{col 55}{space 4}-.3609042{col 68}{space 3} .2501573
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0817736{col 27}{space 2} .1540707{col 38}{space 1}   -0.53{col 47}{space 3}0.596{col 55}{space 4}-.3846152{col 68}{space 3}  .221068
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.0921829{col 27}{space 2} .1778899{col 38}{space 1}   -0.52{col 47}{space 3}0.605{col 55}{space 4}-.4418435{col 68}{space 3} .2574778
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3155446{col 27}{space 2}  .140151{col 38}{space 1}   -2.25{col 47}{space 3}0.025{col 55}{space 4}-.5910257{col 68}{space 3}-.0400636
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2} -.427459{col 27}{space 2}  .157105{col 38}{space 1}   -2.72{col 47}{space 3}0.007{col 55}{space 4}-.7362648{col 68}{space 3}-.1186532
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1451907{col 27}{space 2} .1811272{col 38}{space 1}   -0.80{col 47}{space 3}0.423{col 55}{space 4}-.5012144{col 68}{space 3} .2108331
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.3633985{col 27}{space 2} .1720773{col 38}{space 1}   -2.11{col 47}{space 3}0.035{col 55}{space 4}-.7016338{col 68}{space 3}-.0251632
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1790573{col 27}{space 2} .1662054{col 38}{space 1}   -1.08{col 47}{space 3}0.282{col 55}{space 4}-.5057509{col 68}{space 3} .1476362
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.564747{col 27}{space 2} .1688657{col 38}{space 1}   21.11{col 47}{space 3}0.000{col 55}{space 4} 3.232824{col 68}{space 3}  3.89667
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa20 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(21, 422)        =  {res}   103.60
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4219
                                                {txt}Root MSE          =    {res} 1.2396

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa20 {c |}{col 18}{res}{space 2}-.0124819{col 30}{space 2} .0028339{col 41}{space 1}   -4.40{col 50}{space 3}0.000{col 58}{space 4}-.0180523{col 71}{space 3}-.0069115
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0003247{col 30}{space 2} .0013416{col 41}{space 1}    0.24{col 50}{space 3}0.809{col 58}{space 4}-.0023124{col 71}{space 3} .0029618
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0309663{col 30}{space 2} .0460459{col 41}{space 1}   -0.67{col 50}{space 3}0.502{col 58}{space 4}-.1214742{col 71}{space 3} .0595417
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0696937{col 30}{space 2} .1441727{col 41}{space 1}   -0.48{col 50}{space 3}0.629{col 58}{space 4}-.3530797{col 71}{space 3} .2136922
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0197558{col 30}{space 2} .0941132{col 41}{space 1}    0.21{col 50}{space 3}0.834{col 58}{space 4}-.1652332{col 71}{space 3} .2047448
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0504314{col 30}{space 2} .1153098{col 41}{space 1}    0.44{col 50}{space 3}0.662{col 58}{space 4}-.1762216{col 71}{space 3} .2770845
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2406627{col 30}{space 2} .1167025{col 41}{space 1}    2.06{col 50}{space 3}0.040{col 58}{space 4} .0112721{col 71}{space 3} .4700532
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0103123{col 30}{space 2} .0457795{col 41}{space 1}    0.23{col 50}{space 3}0.822{col 58}{space 4}-.0796719{col 71}{space 3} .1002965
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0072573{col 30}{space 2} .0585966{col 41}{space 1}    0.12{col 50}{space 3}0.901{col 58}{space 4}-.1079202{col 71}{space 3} .1224349
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0304895{col 30}{space 2} .0583108{col 41}{space 1}    0.52{col 50}{space 3}0.601{col 58}{space 4}-.0841262{col 71}{space 3} .1451052
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0294824{col 30}{space 2} .0080752{col 41}{space 1}   -3.65{col 50}{space 3}0.000{col 58}{space 4} -.045355{col 71}{space 3}-.0136099
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3736197{col 30}{space 2} .0179058{col 41}{space 1}   20.87{col 50}{space 3}0.000{col 58}{space 4} .3384241{col 71}{space 3} .4088153
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3009128{col 30}{space 2} .0170766{col 41}{space 1}   17.62{col 50}{space 3}0.000{col 58}{space 4}  .267347{col 71}{space 3} .3344786
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2} -.087764{col 30}{space 2} .1474455{col 41}{space 1}   -0.60{col 50}{space 3}0.552{col 58}{space 4} -.377583{col 71}{space 3} .2020551
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.1132395{col 30}{space 2} .1424015{col 41}{space 1}   -0.80{col 50}{space 3}0.427{col 58}{space 4} -.393144{col 71}{space 3}  .166665
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0284241{col 30}{space 2} .1603718{col 41}{space 1}   -0.18{col 50}{space 3}0.859{col 58}{space 4}-.3436512{col 71}{space 3} .2868029
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2259821{col 30}{space 2} .1305093{col 41}{space 1}   -1.73{col 50}{space 3}0.084{col 58}{space 4}-.4825114{col 71}{space 3} .0305472
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.3398022{col 30}{space 2} .1445345{col 41}{space 1}   -2.35{col 50}{space 3}0.019{col 58}{space 4}-.6238994{col 71}{space 3} -.055705
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.0883698{col 30}{space 2} .1580801{col 41}{space 1}   -0.56{col 50}{space 3}0.576{col 58}{space 4}-.3990922{col 71}{space 3} .2223527
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.2624407{col 30}{space 2} .1568814{col 41}{space 1}   -1.67{col 50}{space 3}0.095{col 58}{space 4} -.570807{col 71}{space 3} .0459257
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1846636{col 30}{space 2} .1584614{col 41}{space 1}   -1.17{col 50}{space 3}0.245{col 58}{space 4}-.4961356{col 71}{space 3} .1268083
{txt}{space 11}_cons {c |}{col 18}{res}{space 2}  2.18194{col 30}{space 2} .1696115{col 41}{space 1}   12.86{col 50}{space 3}0.000{col 58}{space 4} 1.848551{col 71}{space 3} 2.515329
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg ladder_area nhub_taa20 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(20, 422)        =  {res}    53.55
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3261
                                                {txt}Root MSE          =    {res} 1.3382

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}nhub_taa20 {c |}{col 15}{res}{space 2}-.0047431{col 27}{space 2}  .001151{col 38}{space 1}   -4.12{col 47}{space 3}0.000{col 55}{space 4}-.0070054{col 68}{space 3}-.0024808
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0019388{col 27}{space 2} .0013913{col 38}{space 1}   -1.39{col 47}{space 3}0.164{col 55}{space 4}-.0046735{col 68}{space 3}  .000796
{txt}{space 9}male {c |}{col 15}{res}{space 2} -.066332{col 27}{space 2} .0497421{col 38}{space 1}   -1.33{col 47}{space 3}0.183{col 55}{space 4}-.1641052{col 68}{space 3} .0314412
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0553714{col 27}{space 2} .1762826{col 38}{space 1}   -0.31{col 47}{space 3}0.754{col 55}{space 4}-.4018728{col 68}{space 3} .2911299
{txt}{space 8}black {c |}{col 15}{res}{space 2}  .021564{col 27}{space 2} .1033962{col 38}{space 1}    0.21{col 47}{space 3}0.835{col 55}{space 4}-.1816718{col 68}{space 3} .2247998
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1154353{col 27}{space 2} .1215591{col 38}{space 1}    0.95{col 47}{space 3}0.343{col 55}{space 4}-.1235015{col 68}{space 3}  .354372
{txt}{space 8}asian {c |}{col 15}{res}{space 2}  .256748{col 27}{space 2} .1248397{col 38}{space 1}    2.06{col 47}{space 3}0.040{col 55}{space 4} .0113628{col 68}{space 3} .5021332
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0353524{col 27}{space 2} .0492391{col 38}{space 1}   -0.72{col 47}{space 3}0.473{col 55}{space 4}-.1321369{col 68}{space 3}  .061432
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0847187{col 27}{space 2} .0631892{col 38}{space 1}    1.34{col 47}{space 3}0.181{col 55}{space 4}-.0394861{col 68}{space 3} .2089236
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0858023{col 27}{space 2} .0630973{col 38}{space 1}    1.36{col 47}{space 3}0.175{col 55}{space 4}-.0382218{col 68}{space 3} .2098264
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0396766{col 27}{space 2} .0085046{col 38}{space 1}   -4.67{col 47}{space 3}0.000{col 55}{space 4}-.0563933{col 68}{space 3}-.0229599
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4715763{col 27}{space 2} .0167755{col 38}{space 1}   28.11{col 47}{space 3}0.000{col 55}{space 4} .4386025{col 68}{space 3} .5045502
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0682413{col 27}{space 2} .1435629{col 38}{space 1}   -0.48{col 47}{space 3}0.635{col 55}{space 4}-.3504286{col 68}{space 3} .2139461
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0940347{col 27}{space 2} .1458497{col 38}{space 1}   -0.64{col 47}{space 3}0.519{col 55}{space 4} -.380717{col 68}{space 3} .1926476
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1695597{col 27}{space 2} .1849828{col 38}{space 1}   -0.92{col 47}{space 3}0.360{col 55}{space 4}-.5331621{col 68}{space 3} .1940427
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3318874{col 27}{space 2} .1323492{col 38}{space 1}   -2.51{col 47}{space 3}0.013{col 55}{space 4}-.5920332{col 68}{space 3}-.0717417
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3715507{col 27}{space 2} .1498723{col 38}{space 1}   -2.48{col 47}{space 3}0.014{col 55}{space 4}-.6661399{col 68}{space 3}-.0769616
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1747833{col 27}{space 2} .1723486{col 38}{space 1}   -1.01{col 47}{space 3}0.311{col 55}{space 4}-.5135519{col 68}{space 3} .1639853
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4197423{col 27}{space 2}  .164782{col 38}{space 1}   -2.55{col 47}{space 3}0.011{col 55}{space 4}-.7436379{col 68}{space 3}-.0958466
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.2096961{col 27}{space 2} .1564876{col 38}{space 1}   -1.34{col 47}{space 3}0.181{col 55}{space 4}-.5172884{col 68}{space 3} .0978962
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.697728{col 27}{space 2}  .167497{col 38}{space 1}   22.08{col 47}{space 3}0.000{col 55}{space 4} 3.368496{col 68}{space 3}  4.02696
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg ladder_area nhub_taa20 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(21, 422)        =  {res}   102.81
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4228
                                                {txt}Root MSE          =    {res} 1.2387

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}nhub_taa20 {c |}{col 18}{res}{space 2}-.0043355{col 30}{space 2} .0010315{col 41}{space 1}   -4.20{col 50}{space 3}0.000{col 58}{space 4}-.0063629{col 71}{space 3} -.002308
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0004839{col 30}{space 2} .0013442{col 41}{space 1}    0.36{col 50}{space 3}0.719{col 58}{space 4}-.0021582{col 71}{space 3}  .003126
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0290378{col 30}{space 2} .0463175{col 41}{space 1}   -0.63{col 50}{space 3}0.531{col 58}{space 4}-.1200795{col 71}{space 3} .0620038
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.1038991{col 30}{space 2} .1439075{col 41}{space 1}   -0.72{col 50}{space 3}0.471{col 58}{space 4} -.386764{col 71}{space 3} .1789658
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0075074{col 30}{space 2} .0943571{col 41}{space 1}    0.08{col 50}{space 3}0.937{col 58}{space 4} -.177961{col 71}{space 3} .1929759
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0288285{col 30}{space 2}  .117068{col 41}{space 1}    0.25{col 50}{space 3}0.806{col 58}{space 4}-.2012805{col 71}{space 3} .2589375
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2242923{col 30}{space 2} .1170541{col 41}{space 1}    1.92{col 50}{space 3}0.056{col 58}{space 4}-.0057894{col 71}{space 3}  .454374
{txt}{space 9}college {c |}{col 18}{res}{space 2}  .000338{col 30}{space 2} .0460091{col 41}{space 1}    0.01{col 50}{space 3}0.994{col 58}{space 4}-.0900975{col 71}{space 3} .0907735
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0167756{col 30}{space 2} .0592677{col 41}{space 1}    0.28{col 50}{space 3}0.777{col 58}{space 4} -.099721{col 71}{space 3} .1332722
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0322395{col 30}{space 2} .0581451{col 41}{space 1}    0.55{col 50}{space 3}0.580{col 58}{space 4}-.0820506{col 71}{space 3} .1465296
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0316405{col 30}{space 2} .0081684{col 41}{space 1}   -3.87{col 50}{space 3}0.000{col 58}{space 4}-.0476963{col 71}{space 3}-.0155847
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3722285{col 30}{space 2} .0179278{col 41}{space 1}   20.76{col 50}{space 3}0.000{col 58}{space 4} .3369897{col 71}{space 3} .4074674
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3005795{col 30}{space 2}  .017102{col 41}{space 1}   17.58{col 50}{space 3}0.000{col 58}{space 4} .2669637{col 71}{space 3} .3341953
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0996349{col 30}{space 2}  .137324{col 41}{space 1}   -0.73{col 50}{space 3}0.469{col 58}{space 4}-.3695592{col 71}{space 3} .1702894
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.1248397{col 30}{space 2} .1353313{col 41}{space 1}   -0.92{col 50}{space 3}0.357{col 58}{space 4}-.3908471{col 71}{space 3} .1411678
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0997927{col 30}{space 2} .1692207{col 41}{space 1}   -0.59{col 50}{space 3}0.556{col 58}{space 4}-.4324132{col 71}{space 3} .2328278
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2} -.241113{col 30}{space 2} .1253769{col 41}{space 1}   -1.92{col 50}{space 3}0.055{col 58}{space 4}-.4875541{col 71}{space 3}  .005328
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.2890317{col 30}{space 2}  .138914{col 41}{space 1}   -2.08{col 50}{space 3}0.038{col 58}{space 4}-.5620812{col 71}{space 3}-.0159822
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}  -.11571{col 30}{space 2}  .151461{col 41}{space 1}   -0.76{col 50}{space 3}0.445{col 58}{space 4} -.413422{col 71}{space 3} .1820019
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.3140914{col 30}{space 2}  .151228{col 41}{space 1}   -2.08{col 50}{space 3}0.038{col 58}{space 4}-.6113454{col 71}{space 3}-.0168374
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.2128177{col 30}{space 2}  .150372{col 41}{space 1}   -1.42{col 50}{space 3}0.158{col 58}{space 4}-.5083891{col 71}{space 3} .0827536
{txt}{space 11}_cons {c |}{col 18}{res}{space 2}   2.3048{col 30}{space 2} .1712845{col 41}{space 1}   13.46{col 50}{space 3}0.000{col 58}{space 4} 1.968122{col 71}{space 3} 2.641477
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg ladder_area hub_taa20 nhub_taa20 age male race_others black hispanic asian college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(21, 422)        =  {res}    52.54
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3281
                                                {txt}Root MSE          =    {res} 1.3365

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}hub_taa20 {c |}{col 15}{res}{space 2}-.0108026{col 27}{space 2} .0034158{col 38}{space 1}   -3.16{col 47}{space 3}0.002{col 55}{space 4}-.0175167{col 68}{space 3}-.0040885
{txt}{space 3}nhub_taa20 {c |}{col 15}{res}{space 2}-.0040875{col 27}{space 2}   .00115{col 38}{space 1}   -3.55{col 47}{space 3}0.000{col 55}{space 4} -.006348{col 68}{space 3}-.0018271
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0019913{col 27}{space 2} .0013894{col 38}{space 1}   -1.43{col 47}{space 3}0.153{col 55}{space 4}-.0047224{col 68}{space 3} .0007397
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0701846{col 27}{space 2} .0498707{col 38}{space 1}   -1.41{col 47}{space 3}0.160{col 55}{space 4}-.1682105{col 68}{space 3} .0278414
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0439471{col 27}{space 2} .1743191{col 38}{space 1}   -0.25{col 47}{space 3}0.801{col 55}{space 4}-.3865889{col 68}{space 3} .2986947
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0187897{col 27}{space 2} .1032375{col 38}{space 1}    0.18{col 47}{space 3}0.856{col 55}{space 4}-.1841342{col 68}{space 3} .2217135
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1123195{col 27}{space 2} .1205636{col 38}{space 1}    0.93{col 47}{space 3}0.352{col 55}{space 4}-.1246604{col 68}{space 3} .3492994
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2516674{col 27}{space 2} .1250804{col 38}{space 1}    2.01{col 47}{space 3}0.045{col 55}{space 4} .0058093{col 68}{space 3} .4975256
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0341233{col 27}{space 2} .0489992{col 38}{space 1}   -0.70{col 47}{space 3}0.487{col 55}{space 4}-.1304362{col 68}{space 3} .0621895
{txt}{space 10}gop {c |}{col 15}{res}{space 2} .0804319{col 27}{space 2} .0631224{col 38}{space 1}    1.27{col 47}{space 3}0.203{col 55}{space 4}-.0436415{col 68}{space 3} .2045054
{txt}{space 10}dem {c |}{col 15}{res}{space 2} .0802584{col 27}{space 2}  .063221{col 38}{space 1}    1.27{col 47}{space 3}0.205{col 55}{space 4}-.0440089{col 68}{space 3} .2045257
{txt}{space 7}income {c |}{col 15}{res}{space 2}-.0396789{col 27}{space 2} .0084758{col 38}{space 1}   -4.68{col 47}{space 3}0.000{col 55}{space 4} -.056339{col 68}{space 3}-.0230189
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4718667{col 27}{space 2} .0167014{col 38}{space 1}   28.25{col 47}{space 3}0.000{col 55}{space 4} .4390384{col 68}{space 3}  .504695
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0585263{col 27}{space 2}   .14241{col 38}{space 1}   -0.41{col 47}{space 3}0.681{col 55}{space 4}-.3384475{col 68}{space 3}  .221395
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0600677{col 27}{space 2} .1466495{col 38}{space 1}   -0.41{col 47}{space 3}0.682{col 55}{space 4}-.3483222{col 68}{space 3} .2281868
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1159172{col 27}{space 2} .1732722{col 38}{space 1}   -0.67{col 47}{space 3}0.504{col 55}{space 4}-.4565013{col 68}{space 3}  .224667
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3227196{col 27}{space 2} .1319081{col 38}{space 1}   -2.45{col 47}{space 3}0.015{col 55}{space 4}-.5819983{col 68}{space 3}-.0634409
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3613667{col 27}{space 2} .1495634{col 38}{space 1}   -2.42{col 47}{space 3}0.016{col 55}{space 4}-.6553488{col 68}{space 3}-.0673846
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1535865{col 27}{space 2} .1706181{col 38}{space 1}   -0.90{col 47}{space 3}0.369{col 55}{space 4}-.4889537{col 68}{space 3} .1817807
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.4091891{col 27}{space 2}  .164027{col 38}{space 1}   -2.49{col 47}{space 3}0.013{col 55}{space 4}-.7316008{col 68}{space 3}-.0867774
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1942599{col 27}{space 2} .1562886{col 38}{space 1}   -1.24{col 47}{space 3}0.215{col 55}{space 4} -.501461{col 68}{space 3} .1129413
{txt}{space 8}_cons {c |}{col 15}{res}{space 2}  3.69433{col 27}{space 2} .1665705{col 38}{space 1}   22.18{col 47}{space 3}0.000{col 55}{space 4} 3.366918{col 68}{space 3} 4.021741
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa20 nhub_taa20 age male race_others black hispanic asian college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(22, 422)        =  {res}    99.89
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4245
                                                {txt}Root MSE          =    {res} 1.2371

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa20 {c |}{col 18}{res}{space 2}-.0099991{col 30}{space 2} .0036536{col 41}{space 1}   -2.74{col 50}{space 3}0.006{col 58}{space 4}-.0171805{col 71}{space 3}-.0028177
{txt}{space 6}nhub_taa20 {c |}{col 18}{res}{space 2}-.0037293{col 30}{space 2} .0010473{col 41}{space 1}   -3.56{col 50}{space 3}0.000{col 58}{space 4}-.0057879{col 71}{space 3}-.0016706
{txt}{space 13}age {c |}{col 18}{res}{space 2}  .000432{col 30}{space 2} .0013414{col 41}{space 1}    0.32{col 50}{space 3}0.748{col 58}{space 4}-.0022047{col 71}{space 3} .0030688
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0326686{col 30}{space 2}  .046452{col 41}{space 1}   -0.70{col 50}{space 3}0.482{col 58}{space 4}-.1239746{col 71}{space 3} .0586374
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0932672{col 30}{space 2} .1439539{col 41}{space 1}   -0.65{col 50}{space 3}0.517{col 58}{space 4}-.3762232{col 71}{space 3} .1896888
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0049493{col 30}{space 2} .0946188{col 41}{space 1}    0.05{col 50}{space 3}0.958{col 58}{space 4}-.1810336{col 71}{space 3} .1909322
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0260584{col 30}{space 2} .1158768{col 41}{space 1}    0.22{col 50}{space 3}0.822{col 58}{space 4}-.2017091{col 71}{space 3}  .253826
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2196288{col 30}{space 2} .1172598{col 41}{space 1}    1.87{col 50}{space 3}0.062{col 58}{space 4}-.0108572{col 71}{space 3} .4501148
{txt}{space 9}college {c |}{col 18}{res}{space 2} .0014083{col 30}{space 2} .0457062{col 41}{space 1}    0.03{col 50}{space 3}0.975{col 58}{space 4}-.0884319{col 71}{space 3} .0912484
{txt}{space 13}gop {c |}{col 18}{res}{space 2} .0128825{col 30}{space 2}  .059156{col 41}{space 1}    0.22{col 50}{space 3}0.828{col 58}{space 4}-.1033946{col 71}{space 3} .1291596
{txt}{space 13}dem {c |}{col 18}{res}{space 2} .0271612{col 30}{space 2} .0582105{col 41}{space 1}    0.47{col 50}{space 3}0.641{col 58}{space 4}-.0872574{col 71}{space 3} .1415798
{txt}{space 10}income {c |}{col 18}{res}{space 2}-.0316563{col 30}{space 2} .0081515{col 41}{space 1}   -3.88{col 50}{space 3}0.000{col 58}{space 4}-.0476789{col 71}{space 3}-.0156337
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3726406{col 30}{space 2} .0178733{col 41}{space 1}   20.85{col 50}{space 3}0.000{col 58}{space 4} .3375088{col 71}{space 3} .4077723
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3001476{col 30}{space 2} .0170798{col 41}{space 1}   17.57{col 50}{space 3}0.000{col 58}{space 4} .2665754{col 71}{space 3} .3337197
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0905507{col 30}{space 2} .1363972{col 41}{space 1}   -0.66{col 50}{space 3}0.507{col 58}{space 4}-.3586532{col 71}{space 3} .1775519
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.0933561{col 30}{space 2} .1362052{col 41}{space 1}   -0.69{col 50}{space 3}0.493{col 58}{space 4}-.3610813{col 71}{space 3} .1743691
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}  -.05024{col 30}{space 2} .1566223{col 41}{space 1}   -0.32{col 50}{space 3}0.749{col 58}{space 4} -.358097{col 71}{space 3} .2576171
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2327556{col 30}{space 2} .1249937{col 41}{space 1}   -1.86{col 50}{space 3}0.063{col 58}{space 4}-.4784434{col 71}{space 3} .0129321
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2} -.279726{col 30}{space 2}  .138464{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4} -.551891{col 71}{space 3} -.007561
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2} -.096174{col 30}{space 2} .1496885{col 41}{space 1}   -0.64{col 50}{space 3}0.521{col 58}{space 4} -.390402{col 71}{space 3}  .198054
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.3044744{col 30}{space 2} .1508605{col 41}{space 1}   -2.02{col 50}{space 3}0.044{col 58}{space 4}-.6010061{col 71}{space 3}-.0079427
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1985183{col 30}{space 2} .1503025{col 41}{space 1}   -1.32{col 50}{space 3}0.187{col 58}{space 4}-.4939531{col 71}{space 3} .0969165
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.303686{col 30}{space 2}  .170719{col 41}{space 1}   13.49{col 50}{space 3}0.000{col 58}{space 4}  1.96812{col 71}{space 3} 2.639251
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA20.tex", label keep(hub_taa20 nhub_taa20 ladder_self ladder_area_past ladder_self ladder_area_past age male black hispanic asian race_others college gop dem income) order(hub_taa20 nhub_taa20 ladder_self ladder_area_past ladder_self ladder_area_past age male black hispanic asian race_others college gop dem income) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*")
{res}{txt}(note: file TableA20.tex not found)
(output written to {browse  `"TableA20.tex"'})

{com}. 
. * Table A21: Trade Shock to Industrial Hubs and Individual Perception of Regional Standing: Full Results with Limited Controls
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg ladder_area hub_taa10 age male race_others black hispanic asian college ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(17, 422)        =  {res}    63.36
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3200
                                                {txt}Root MSE          =    {res} 1.3436

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}hub_taa10 {c |}{col 15}{res}{space 2}-.0132336{col 27}{space 2} .0028709{col 38}{space 1}   -4.61{col 47}{space 3}0.000{col 55}{space 4}-.0188767{col 68}{space 3}-.0075905
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0021001{col 27}{space 2} .0014063{col 38}{space 1}   -1.49{col 47}{space 3}0.136{col 55}{space 4}-.0048644{col 68}{space 3} .0006642
{txt}{space 9}male {c |}{col 15}{res}{space 2} -.084663{col 27}{space 2} .0488589{col 38}{space 1}   -1.73{col 47}{space 3}0.084{col 55}{space 4}-.1807001{col 68}{space 3}  .011374
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0127688{col 27}{space 2} .1771862{col 38}{space 1}   -0.07{col 47}{space 3}0.943{col 55}{space 4}-.3610462{col 68}{space 3} .3355086
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0931899{col 27}{space 2} .1001401{col 38}{space 1}    0.93{col 47}{space 3}0.353{col 55}{space 4}-.1036455{col 68}{space 3} .2900254
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2}  .177569{col 27}{space 2} .1236275{col 38}{space 1}    1.44{col 47}{space 3}0.152{col 55}{space 4}-.0654334{col 68}{space 3} .4205714
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2595655{col 27}{space 2}   .12317{col 38}{space 1}    2.11{col 47}{space 3}0.036{col 55}{space 4} .0174624{col 68}{space 3} .5016685
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.0889209{col 27}{space 2} .0493062{col 38}{space 1}   -1.80{col 47}{space 3}0.072{col 55}{space 4}-.1858372{col 68}{space 3} .0079954
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4569496{col 27}{space 2} .0156563{col 38}{space 1}   29.19{col 47}{space 3}0.000{col 55}{space 4} .4261757{col 68}{space 3} .4877236
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0522823{col 27}{space 2} .1488586{col 38}{space 1}   -0.35{col 47}{space 3}0.726{col 55}{space 4}-.3448789{col 68}{space 3} .2403143
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0602896{col 27}{space 2} .1501622{col 38}{space 1}   -0.40{col 47}{space 3}0.688{col 55}{space 4}-.3554487{col 68}{space 3} .2348695
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.0724014{col 27}{space 2}   .17375{col 38}{space 1}   -0.42{col 47}{space 3}0.677{col 55}{space 4}-.4139247{col 68}{space 3}  .269122
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.2932885{col 27}{space 2} .1350136{col 38}{space 1}   -2.17{col 47}{space 3}0.030{col 55}{space 4}-.5586713{col 68}{space 3}-.0279056
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3705425{col 27}{space 2}  .151791{col 38}{space 1}   -2.44{col 47}{space 3}0.015{col 55}{space 4}-.6689031{col 68}{space 3} -.072182
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1188201{col 27}{space 2} .1760846{col 38}{space 1}   -0.67{col 47}{space 3}0.500{col 55}{space 4}-.4649322{col 68}{space 3} .2272921
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.3431853{col 27}{space 2} .1668276{col 38}{space 1}   -2.06{col 47}{space 3}0.040{col 55}{space 4}-.6711018{col 68}{space 3}-.0152688
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1642216{col 27}{space 2} .1625158{col 38}{space 1}   -1.01{col 47}{space 3}0.313{col 55}{space 4}-.4836629{col 68}{space 3} .1552198
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.483743{col 27}{space 2} .1667004{col 38}{space 1}   20.90{col 47}{space 3}0.000{col 55}{space 4} 3.156077{col 68}{space 3}  3.81141
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa10 age male race_others black hispanic asian college ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(18, 422)        =  {res}   118.22
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4190
                                                {txt}Root MSE          =    {res} 1.2422

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa10 {c |}{col 18}{res}{space 2}-.0121251{col 30}{space 2} .0029653{col 41}{space 1}   -4.09{col 50}{space 3}0.000{col 58}{space 4}-.0179537{col 71}{space 3}-.0062965
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0002516{col 30}{space 2} .0013411{col 41}{space 1}    0.19{col 50}{space 3}0.851{col 58}{space 4}-.0023844{col 71}{space 3} .0028876
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0469058{col 30}{space 2} .0457464{col 41}{space 1}   -1.03{col 50}{space 3}0.306{col 58}{space 4}-.1368249{col 71}{space 3} .0430134
{txt}{space 5}race_others {c |}{col 18}{res}{space 2} -.055809{col 30}{space 2} .1454226{col 41}{space 1}   -0.38{col 50}{space 3}0.701{col 58}{space 4}-.3416519{col 71}{space 3} .2300339
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0711869{col 30}{space 2} .0930417{col 41}{space 1}    0.77{col 50}{space 3}0.445{col 58}{space 4} -.111696{col 71}{space 3} .2540698
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0818082{col 30}{space 2} .1180223{col 41}{space 1}    0.69{col 50}{space 3}0.489{col 58}{space 4}-.1501765{col 71}{space 3}  .313793
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2356759{col 30}{space 2} .1154895{col 41}{space 1}    2.04{col 50}{space 3}0.042{col 58}{space 4} .0086696{col 71}{space 3} .4626823
{txt}{space 9}college {c |}{col 18}{res}{space 2}-.0424568{col 30}{space 2} .0456506{col 41}{space 1}   -0.93{col 50}{space 3}0.353{col 58}{space 4}-.1321878{col 71}{space 3} .0472741
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3592202{col 30}{space 2} .0165853{col 41}{space 1}   21.66{col 50}{space 3}0.000{col 58}{space 4}   .32662{col 71}{space 3} .3918203
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3034251{col 30}{space 2} .0167414{col 41}{space 1}   18.12{col 50}{space 3}0.000{col 58}{space 4} .2705182{col 71}{space 3} .3363321
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0916929{col 30}{space 2} .1433587{col 41}{space 1}   -0.64{col 50}{space 3}0.523{col 58}{space 4}-.3734789{col 71}{space 3} .1900932
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.1021969{col 30}{space 2} .1405229{col 41}{space 1}   -0.73{col 50}{space 3}0.467{col 58}{space 4}-.3784088{col 71}{space 3}  .174015
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0194277{col 30}{space 2} .1573322{col 41}{space 1}   -0.12{col 50}{space 3}0.902{col 58}{space 4}  -.32868{col 71}{space 3} .2898247
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2147981{col 30}{space 2}  .127819{col 41}{space 1}   -1.68{col 50}{space 3}0.094{col 58}{space 4}-.4660393{col 71}{space 3} .0364432
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.3029589{col 30}{space 2} .1419894{col 41}{space 1}   -2.13{col 50}{space 3}0.033{col 58}{space 4}-.5820534{col 71}{space 3}-.0238644
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.0751807{col 30}{space 2} .1560163{col 41}{space 1}   -0.48{col 50}{space 3}0.630{col 58}{space 4}-.3818466{col 71}{space 3} .2314852
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.2504673{col 30}{space 2} .1532378{col 41}{space 1}   -1.63{col 50}{space 3}0.103{col 58}{space 4}-.5516717{col 71}{space 3} .0507372
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1813123{col 30}{space 2} .1566733{col 41}{space 1}   -1.16{col 50}{space 3}0.248{col 58}{space 4}-.4892696{col 71}{space 3} .1266449
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.093235{col 30}{space 2} .1664251{col 41}{space 1}   12.58{col 50}{space 3}0.000{col 58}{space 4} 1.766109{col 71}{space 3}  2.42036
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg ladder_area nhub_taa10 age male race_others black hispanic asian college ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(17, 422)        =  {res}    63.39
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3206
                                                {txt}Root MSE          =    {res}  1.343

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}nhub_taa10 {c |}{col 15}{res}{space 2}-.0043655{col 27}{space 2} .0011361{col 38}{space 1}   -3.84{col 47}{space 3}0.000{col 55}{space 4}-.0065987{col 68}{space 3}-.0021323
{txt}{space 10}age {c |}{col 15}{res}{space 2}-.0019364{col 27}{space 2} .0014069{col 38}{space 1}   -1.38{col 47}{space 3}0.169{col 55}{space 4}-.0047018{col 68}{space 3}  .000829
{txt}{space 9}male {c |}{col 15}{res}{space 2} -.082604{col 27}{space 2} .0489486{col 38}{space 1}   -1.69{col 47}{space 3}0.092{col 55}{space 4}-.1788175{col 68}{space 3} .0136095
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0486971{col 27}{space 2}  .179386{col 38}{space 1}   -0.27{col 47}{space 3}0.786{col 55}{space 4}-.4012984{col 68}{space 3} .3039042
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0819663{col 27}{space 2} .1009892{col 38}{space 1}    0.81{col 47}{space 3}0.417{col 55}{space 4}-.1165383{col 68}{space 3} .2804708
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2}  .156487{col 27}{space 2}  .124707{col 38}{space 1}    1.25{col 47}{space 3}0.210{col 55}{space 4}-.0886372{col 68}{space 3} .4016113
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2410215{col 27}{space 2} .1229369{col 38}{space 1}    1.96{col 47}{space 3}0.051{col 55}{space 4}-.0006235{col 68}{space 3} .4826665
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.1032543{col 27}{space 2} .0495731{col 38}{space 1}   -2.08{col 47}{space 3}0.038{col 55}{space 4}-.2006952{col 68}{space 3}-.0058133
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4546355{col 27}{space 2} .0157089{col 38}{space 1}   28.94{col 47}{space 3}0.000{col 55}{space 4} .4237579{col 68}{space 3}  .485513
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0631626{col 27}{space 2} .1377698{col 38}{space 1}   -0.46{col 47}{space 3}0.647{col 55}{space 4} -.333963{col 68}{space 3} .2076379
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0723624{col 27}{space 2} .1431973{col 38}{space 1}   -0.51{col 47}{space 3}0.614{col 55}{space 4}-.3538312{col 68}{space 3} .2091064
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.1448037{col 27}{space 2} .1821588{col 38}{space 1}   -0.79{col 47}{space 3}0.427{col 55}{space 4}-.5028552{col 68}{space 3} .2132478
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2}-.3066324{col 27}{space 2} .1283399{col 38}{space 1}   -2.39{col 47}{space 3}0.017{col 55}{space 4}-.5588974{col 68}{space 3}-.0543673
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3157903{col 27}{space 2} .1456513{col 38}{space 1}   -2.17{col 47}{space 3}0.031{col 55}{space 4}-.6020828{col 68}{space 3}-.0294979
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1437651{col 27}{space 2} .1680946{col 38}{space 1}   -0.86{col 47}{space 3}0.393{col 55}{space 4}-.4741722{col 68}{space 3} .1866419
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.3928394{col 27}{space 2} .1596133{col 38}{space 1}   -2.46{col 47}{space 3}0.014{col 55}{space 4}-.7065756{col 68}{space 3}-.0791032
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1919069{col 27}{space 2} .1540106{col 38}{space 1}   -1.25{col 47}{space 3}0.213{col 55}{space 4}-.4946304{col 68}{space 3} .1108166
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.600109{col 27}{space 2} .1656691{col 38}{space 1}   21.73{col 47}{space 3}0.000{col 55}{space 4}  3.27447{col 68}{space 3} 3.925749
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg ladder_area nhub_taa10 age male race_others black hispanic asian college ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(18, 422)        =  {res}   120.07
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4195
                                                {txt}Root MSE          =    {res} 1.2416

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}nhub_taa10 {c |}{col 18}{res}{space 2}-.0040425{col 30}{space 2} .0010194{col 41}{space 1}   -3.97{col 50}{space 3}0.000{col 58}{space 4}-.0060463{col 71}{space 3}-.0020388
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0004022{col 30}{space 2} .0013431{col 41}{space 1}    0.30{col 50}{space 3}0.765{col 58}{space 4}-.0022378{col 71}{space 3} .0030422
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0450454{col 30}{space 2} .0459684{col 41}{space 1}   -0.98{col 50}{space 3}0.328{col 58}{space 4}-.1354009{col 71}{space 3} .0453101
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0889634{col 30}{space 2} .1457013{col 41}{space 1}   -0.61{col 50}{space 3}0.542{col 58}{space 4}-.3753542{col 71}{space 3} .1974273
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0607334{col 30}{space 2} .0928145{col 41}{space 1}    0.65{col 50}{space 3}0.513{col 58}{space 4}-.1217029{col 71}{space 3} .2431698
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0622121{col 30}{space 2}  .119149{col 41}{space 1}    0.52{col 50}{space 3}0.602{col 58}{space 4}-.1719873{col 71}{space 3} .2964115
{txt}{space 11}asian {c |}{col 18}{res}{space 2}  .218406{col 30}{space 2} .1154132{col 41}{space 1}    1.89{col 50}{space 3}0.059{col 58}{space 4}-.0084503{col 71}{space 3} .4452623
{txt}{space 9}college {c |}{col 18}{res}{space 2}-.0557349{col 30}{space 2} .0458277{col 41}{space 1}   -1.22{col 50}{space 3}0.225{col 58}{space 4}-.1458138{col 71}{space 3}  .034344
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3570891{col 30}{space 2}  .016612{col 41}{space 1}   21.50{col 50}{space 3}0.000{col 58}{space 4} .3244366{col 71}{space 3} .3897417
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3033846{col 30}{space 2} .0167458{col 41}{space 1}   18.12{col 50}{space 3}0.000{col 58}{space 4}  .270469{col 71}{space 3} .3363001
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2} -.101704{col 30}{space 2} .1337991{col 41}{space 1}   -0.76{col 50}{space 3}0.448{col 58}{space 4}-.3646997{col 71}{space 3} .1612918
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.1129021{col 30}{space 2} .1343591{col 41}{space 1}   -0.84{col 50}{space 3}0.401{col 58}{space 4}-.3769986{col 71}{space 3} .1511944
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2} -.085862{col 30}{space 2} .1668495{col 41}{space 1}   -0.51{col 50}{space 3}0.607{col 58}{space 4}-.4138215{col 71}{space 3} .2420976
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2270668{col 30}{space 2} .1233769{col 41}{space 1}   -1.84{col 50}{space 3}0.066{col 58}{space 4}-.4695766{col 71}{space 3} .0154431
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.2520003{col 30}{space 2} .1369893{col 41}{space 1}   -1.84{col 50}{space 3}0.067{col 58}{space 4}-.5212666{col 71}{space 3}  .017266
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.0980413{col 30}{space 2} .1498781{col 41}{space 1}   -0.65{col 50}{space 3}0.513{col 58}{space 4}-.3926419{col 71}{space 3} .1965593
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.2964174{col 30}{space 2} .1476427{col 41}{space 1}   -2.01{col 50}{space 3}0.045{col 58}{space 4}-.5866241{col 71}{space 3}-.0062108
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.2067969{col 30}{space 2} .1495041{col 41}{space 1}   -1.38{col 50}{space 3}0.167{col 58}{space 4}-.5006623{col 71}{space 3} .0870685
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.201341{col 30}{space 2}  .168066{col 41}{space 1}   13.10{col 50}{space 3}0.000{col 58}{space 4}  1.87099{col 71}{space 3} 2.531691
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg ladder_area hub_taa10 nhub_taa10 age male race_others black hispanic asian college ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(18, 422)        =  {res}    61.53
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3225
                                                {txt}Root MSE          =    {res} 1.3413

{txt}{ralign 79:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 14}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 15}{c |}{col 27}    Robust
{col 1}  ladder_area{col 15}{c |}      Coef.{col 27}   Std. Err.{col 39}      t{col 47}   P>|t|{col 55}     [95% Con{col 68}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}hub_taa10 {c |}{col 15}{res}{space 2}-.0107542{col 27}{space 2} .0036132{col 38}{space 1}   -2.98{col 47}{space 3}0.003{col 55}{space 4}-.0178562{col 68}{space 3}-.0036521
{txt}{space 3}nhub_taa10 {c |}{col 15}{res}{space 2}-.0037164{col 27}{space 2} .0011413{col 38}{space 1}   -3.26{col 47}{space 3}0.001{col 55}{space 4}-.0059598{col 68}{space 3}-.0014731
{txt}{space 10}age {c |}{col 15}{res}{space 2} -.001997{col 27}{space 2} .0014055{col 38}{space 1}   -1.42{col 47}{space 3}0.156{col 55}{space 4}-.0047596{col 68}{space 3} .0007656
{txt}{space 9}male {c |}{col 15}{res}{space 2}-.0865618{col 27}{space 2} .0491244{col 38}{space 1}   -1.76{col 47}{space 3}0.079{col 55}{space 4}-.1831209{col 68}{space 3} .0099973
{txt}{space 2}race_others {c |}{col 15}{res}{space 2}-.0363047{col 27}{space 2} .1770069{col 38}{space 1}   -0.21{col 47}{space 3}0.838{col 55}{space 4}-.3842297{col 68}{space 3} .3116203
{txt}{space 8}black {c |}{col 15}{res}{space 2} .0789042{col 27}{space 2} .1010546{col 38}{space 1}    0.78{col 47}{space 3}0.435{col 55}{space 4}-.1197288{col 68}{space 3} .2775371
{txt}{space 5}hispanic {c |}{col 15}{res}{space 2} .1531285{col 27}{space 2} .1238879{col 38}{space 1}    1.24{col 47}{space 3}0.217{col 55}{space 4}-.0903857{col 68}{space 3} .3966427
{txt}{space 8}asian {c |}{col 15}{res}{space 2} .2365547{col 27}{space 2} .1232372{col 38}{space 1}    1.92{col 47}{space 3}0.056{col 55}{space 4}-.0056804{col 68}{space 3} .4787899
{txt}{space 6}college {c |}{col 15}{res}{space 2}-.1024523{col 27}{space 2} .0493644{col 38}{space 1}   -2.08{col 47}{space 3}0.039{col 55}{space 4}-.1994831{col 68}{space 3}-.0054215
{txt}{space 2}ladder_self {c |}{col 15}{res}{space 2} .4548535{col 27}{space 2}  .015655{col 38}{space 1}   29.05{col 47}{space 3}0.000{col 55}{space 4} .4240819{col 68}{space 3} .4856251
{txt}_Icensus_di_2 {c |}{col 15}{res}{space 2}-.0547774{col 27}{space 2} .1366881{col 38}{space 1}   -0.40{col 47}{space 3}0.689{col 55}{space 4}-.3234517{col 68}{space 3} .2138969
{txt}_Icensus_di_3 {c |}{col 15}{res}{space 2}-.0388474{col 27}{space 2}  .143866{col 38}{space 1}   -0.27{col 47}{space 3}0.787{col 55}{space 4}-.3216306{col 68}{space 3} .2439358
{txt}_Icensus_di_4 {c |}{col 15}{res}{space 2}-.0920908{col 27}{space 2} .1695635{col 38}{space 1}   -0.54{col 47}{space 3}0.587{col 55}{space 4}-.4253851{col 68}{space 3} .2412035
{txt}_Icensus_di_5 {c |}{col 15}{res}{space 2} -.297957{col 27}{space 2} .1278526{col 38}{space 1}   -2.33{col 47}{space 3}0.020{col 55}{space 4}-.5492642{col 68}{space 3}-.0466498
{txt}_Icensus_di_6 {c |}{col 15}{res}{space 2}-.3059752{col 27}{space 2} .1453282{col 38}{space 1}   -2.11{col 47}{space 3}0.036{col 55}{space 4}-.5916326{col 68}{space 3}-.0203179
{txt}_Icensus_di_7 {c |}{col 15}{res}{space 2}-.1234623{col 27}{space 2} .1663075{col 38}{space 1}   -0.74{col 47}{space 3}0.458{col 55}{space 4}-.4503567{col 68}{space 3}  .203432
{txt}_Icensus_di_8 {c |}{col 15}{res}{space 2}-.3825352{col 27}{space 2} .1590923{col 38}{space 1}   -2.40{col 47}{space 3}0.017{col 55}{space 4}-.6952472{col 68}{space 3}-.0698232
{txt}_Icensus_di_9 {c |}{col 15}{res}{space 2}-.1773862{col 27}{space 2} .1537476{col 38}{space 1}   -1.15{col 47}{space 3}0.249{col 55}{space 4}-.4795926{col 68}{space 3} .1248203
{txt}{space 8}_cons {c |}{col 15}{res}{space 2} 3.594941{col 27}{space 2} .1648533{col 38}{space 1}   21.81{col 47}{space 3}0.000{col 55}{space 4} 3.270905{col 68}{space 3} 3.918977
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa10 nhub_taa10 age male race_others black hispanic asian college ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(19, 422)        =  {res}   115.09
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4212
                                                {txt}Root MSE          =    {res}   1.24

{txt}{ralign 82:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 17}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 18}{c |}{col 30}    Robust
{col 1}     ladder_area{col 18}{c |}      Coef.{col 30}   Std. Err.{col 42}      t{col 50}   P>|t|{col 58}     [95% Con{col 71}f. Interval]
{hline 17}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}hub_taa10 {c |}{col 18}{res}{space 2}-.0098253{col 30}{space 2} .0038327{col 41}{space 1}   -2.56{col 50}{space 3}0.011{col 58}{space 4}-.0173589{col 71}{space 3}-.0022917
{txt}{space 6}nhub_taa10 {c |}{col 18}{res}{space 2}  -.00345{col 30}{space 2}  .001041{col 41}{space 1}   -3.31{col 50}{space 3}0.001{col 58}{space 4}-.0054962{col 71}{space 3}-.0014038
{txt}{space 13}age {c |}{col 18}{res}{space 2} .0003433{col 30}{space 2} .0013407{col 41}{space 1}    0.26{col 50}{space 3}0.798{col 58}{space 4}-.0022921{col 71}{space 3} .0029787
{txt}{space 12}male {c |}{col 18}{res}{space 2}-.0487318{col 30}{space 2} .0461488{col 41}{space 1}   -1.06{col 50}{space 3}0.292{col 58}{space 4} -.139442{col 71}{space 3} .0419784
{txt}{space 5}race_others {c |}{col 18}{res}{space 2}-.0775829{col 30}{space 2} .1454597{col 41}{space 1}   -0.53{col 50}{space 3}0.594{col 58}{space 4}-.3634987{col 71}{space 3} .2083328
{txt}{space 11}black {c |}{col 18}{res}{space 2} .0579638{col 30}{space 2} .0932088{col 41}{space 1}    0.62{col 50}{space 3}0.534{col 58}{space 4}-.1252476{col 71}{space 3} .2411753
{txt}{space 8}hispanic {c |}{col 18}{res}{space 2} .0592853{col 30}{space 2} .1181422{col 41}{space 1}    0.50{col 50}{space 3}0.616{col 58}{space 4}-.1729352{col 71}{space 3} .2915059
{txt}{space 11}asian {c |}{col 18}{res}{space 2} .2143564{col 30}{space 2} .1156522{col 41}{space 1}    1.85{col 50}{space 3}0.065{col 58}{space 4}-.0129697{col 71}{space 3} .4416826
{txt}{space 9}college {c |}{col 18}{res}{space 2}-.0550956{col 30}{space 2} .0455445{col 41}{space 1}   -1.21{col 50}{space 3}0.227{col 58}{space 4}-.1446178{col 71}{space 3} .0344267
{txt}{space 5}ladder_self {c |}{col 18}{res}{space 2} .3574422{col 30}{space 2} .0165842{col 41}{space 1}   21.55{col 50}{space 3}0.000{col 58}{space 4} .3248443{col 71}{space 3} .3900401
{txt}ladder_area_past {c |}{col 18}{res}{space 2} .3029041{col 30}{space 2} .0167391{col 41}{space 1}   18.10{col 50}{space 3}0.000{col 58}{space 4} .2700018{col 71}{space 3} .3358065
{txt}{space 3}_Icensus_di_2 {c |}{col 18}{res}{space 2}-.0939462{col 30}{space 2} .1329629{col 41}{space 1}   -0.71{col 50}{space 3}0.480{col 58}{space 4}-.3552983{col 71}{space 3}  .167406
{txt}{space 3}_Icensus_di_3 {c |}{col 18}{res}{space 2}-.0822198{col 30}{space 2}  .135139{col 41}{space 1}   -0.61{col 50}{space 3}0.543{col 58}{space 4}-.3478493{col 71}{space 3} .1834097
{txt}{space 3}_Icensus_di_4 {c |}{col 18}{res}{space 2}-.0377965{col 30}{space 2} .1538193{col 41}{space 1}   -0.25{col 50}{space 3}0.806{col 58}{space 4}-.3401439{col 71}{space 3} .2645509
{txt}{space 3}_Icensus_di_5 {c |}{col 18}{res}{space 2}-.2192667{col 30}{space 2} .1229639{col 41}{space 1}   -1.78{col 50}{space 3}0.075{col 58}{space 4}-.4609647{col 71}{space 3} .0224313
{txt}{space 3}_Icensus_di_6 {c |}{col 18}{res}{space 2}-.2431362{col 30}{space 2} .1365385{col 41}{space 1}   -1.78{col 50}{space 3}0.076{col 58}{space 4}-.5115165{col 71}{space 3} .0252441
{txt}{space 3}_Icensus_di_7 {c |}{col 18}{res}{space 2}-.0795651{col 30}{space 2} .1481388{col 41}{space 1}   -0.54{col 50}{space 3}0.591{col 58}{space 4}-.3707468{col 71}{space 3} .2116167
{txt}{space 3}_Icensus_di_8 {c |}{col 18}{res}{space 2}-.2871555{col 30}{space 2} .1474447{col 41}{space 1}   -1.95{col 50}{space 3}0.052{col 58}{space 4} -.576973{col 71}{space 3} .0026621
{txt}{space 3}_Icensus_di_9 {c |}{col 18}{res}{space 2}-.1935042{col 30}{space 2}  .149431{col 41}{space 1}   -1.29{col 50}{space 3}0.196{col 58}{space 4} -.487226{col 71}{space 3} .1002177
{txt}{space 11}_cons {c |}{col 18}{res}{space 2} 2.198847{col 30}{space 2} .1674986{col 41}{space 1}   13.13{col 50}{space 3}0.000{col 58}{space 4} 1.869611{col 71}{space 3} 2.528082
{txt}{hline 17}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA21.tex", label keep(hub_taa10 nhub_taa10 ladder_self ladder_area_past ladder_self ladder_area_past age male black hispanic asian race_others college) order(hub_taa10 nhub_taa10 ladder_self ladder_area_past ladder_self ladder_area_past age male black hispanic asian race_others college) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*")
{res}{txt}(note: file TableA21.tex not found)
(output written to {browse  `"TableA21.tex"'})

{com}. 
. * Table A22: Trade Shock to Industrial Hubs and Individual Perception of Regional Standing: Interaction with Race
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg ladder_area hub_taa10 non_white hub_shock_nonwhite age male college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(18, 422)        =  {res}    59.01
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3241
                                                {txt}Root MSE          =    {res} 1.3397

{txt}{ralign 84:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 1}       ladder_area{col 20}{c |}      Coef.{col 32}   Std. Err.{col 44}      t{col 52}   P>|t|{col 60}     [95% Con{col 73}f. Interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa10 {c |}{col 20}{res}{space 2}-.0128869{col 32}{space 2} .0032579{col 43}{space 1}   -3.96{col 52}{space 3}0.000{col 60}{space 4}-.0192907{col 73}{space 3}-.0064831
{txt}{space 9}non_white {c |}{col 20}{res}{space 2} .1206988{col 32}{space 2} .0664244{col 43}{space 1}    1.82{col 52}{space 3}0.070{col 60}{space 4} -.009865{col 73}{space 3} .2512627
{txt}hub_shock_nonwhite {c |}{col 20}{res}{space 2}-.0027196{col 32}{space 2} .0084526{col 43}{space 1}   -0.32{col 52}{space 3}0.748{col 60}{space 4}-.0193339{col 73}{space 3} .0138948
{txt}{space 15}age {c |}{col 20}{res}{space 2}-.0020657{col 32}{space 2} .0013673{col 43}{space 1}   -1.51{col 52}{space 3}0.132{col 60}{space 4}-.0047534{col 73}{space 3} .0006219
{txt}{space 14}male {c |}{col 20}{res}{space 2}-.0710202{col 32}{space 2} .0494562{col 43}{space 1}   -1.44{col 52}{space 3}0.152{col 60}{space 4}-.1682314{col 73}{space 3} .0261909
{txt}{space 11}college {c |}{col 20}{res}{space 2}-.0163114{col 32}{space 2}  .049005{col 43}{space 1}   -0.33{col 52}{space 3}0.739{col 60}{space 4}-.1126357{col 73}{space 3} .0800128
{txt}{space 15}gop {c |}{col 20}{res}{space 2} .0755319{col 32}{space 2} .0623299{col 43}{space 1}    1.21{col 52}{space 3}0.226{col 60}{space 4}-.0469839{col 73}{space 3} .1980476
{txt}{space 15}dem {c |}{col 20}{res}{space 2} .0801255{col 32}{space 2}  .063415{col 43}{space 1}    1.26{col 52}{space 3}0.207{col 60}{space 4}-.0445231{col 73}{space 3} .2047741
{txt}{space 12}income {c |}{col 20}{res}{space 2}-.0359066{col 32}{space 2} .0084542{col 43}{space 1}   -4.25{col 52}{space 3}0.000{col 60}{space 4}-.0525243{col 73}{space 3}-.0192889
{txt}{space 7}ladder_self {c |}{col 20}{res}{space 2} .4724312{col 32}{space 2} .0167912{col 43}{space 1}   28.14{col 52}{space 3}0.000{col 60}{space 4} .4394263{col 73}{space 3}  .505436
{txt}{space 5}_Icensus_di_2 {c |}{col 20}{res}{space 2} -.053649{col 32}{space 2} .1559378{col 43}{space 1}   -0.34{col 52}{space 3}0.731{col 60}{space 4}-.3601606{col 73}{space 3} .2528626
{txt}{space 5}_Icensus_di_3 {c |}{col 20}{res}{space 2}-.0871499{col 32}{space 2} .1533886{col 43}{space 1}   -0.57{col 52}{space 3}0.570{col 60}{space 4}-.3886507{col 73}{space 3} .2143509
{txt}{space 5}_Icensus_di_4 {c |}{col 20}{res}{space 2}-.0958337{col 32}{space 2} .1765596{col 43}{space 1}   -0.54{col 52}{space 3}0.588{col 60}{space 4}-.4428795{col 73}{space 3} .2512121
{txt}{space 5}_Icensus_di_5 {c |}{col 20}{res}{space 2} -.323238{col 32}{space 2} .1395142{col 43}{space 1}   -2.32{col 52}{space 3}0.021{col 60}{space 4}-.5974673{col 73}{space 3}-.0490087
{txt}{space 5}_Icensus_di_6 {c |}{col 20}{res}{space 2}-.4348935{col 32}{space 2} .1553032{col 43}{space 1}   -2.80{col 52}{space 3}0.005{col 60}{space 4}-.7401576{col 73}{space 3}-.1296294
{txt}{space 5}_Icensus_di_7 {c |}{col 20}{res}{space 2} -.149896{col 32}{space 2}  .181277{col 43}{space 1}   -0.83{col 52}{space 3}0.409{col 60}{space 4}-.5062143{col 73}{space 3} .2064222
{txt}{space 5}_Icensus_di_8 {c |}{col 20}{res}{space 2} -.358393{col 32}{space 2}  .172679{col 43}{space 1}   -2.08{col 52}{space 3}0.039{col 60}{space 4} -.697811{col 73}{space 3} -.018975
{txt}{space 5}_Icensus_di_9 {c |}{col 20}{res}{space 2}-.1496831{col 32}{space 2} .1663897{col 43}{space 1}   -0.90{col 52}{space 3}0.369{col 60}{space 4}-.4767389{col 73}{space 3} .1773727
{txt}{space 13}_cons {c |}{col 20}{res}{space 2} 3.553388{col 32}{space 2} .1671462{col 43}{space 1}   21.26{col 52}{space 3}0.000{col 60}{space 4} 3.224845{col 73}{space 3} 3.881931
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa10 non_white hub_shock_nonwhite age male college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone) 
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(19, 422)        =  {res}   112.90
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4211
                                                {txt}Root MSE          =    {res} 1.2401

{txt}{ralign 84:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 1}       ladder_area{col 20}{c |}      Coef.{col 32}   Std. Err.{col 44}      t{col 52}   P>|t|{col 60}     [95% Con{col 73}f. Interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa10 {c |}{col 20}{res}{space 2}-.0119255{col 32}{space 2} .0028563{col 43}{space 1}   -4.18{col 52}{space 3}0.000{col 60}{space 4}-.0175399{col 73}{space 3}-.0063111
{txt}{space 9}non_white {c |}{col 20}{res}{space 2} .0801189{col 32}{space 2} .0621416{col 43}{space 1}    1.29{col 52}{space 3}0.198{col 60}{space 4}-.0420268{col 73}{space 3} .2022645
{txt}hub_shock_nonwhite {c |}{col 20}{res}{space 2}-.0023184{col 32}{space 2}  .007548{col 43}{space 1}   -0.31{col 52}{space 3}0.759{col 60}{space 4}-.0171548{col 73}{space 3} .0125181
{txt}{space 15}age {c |}{col 20}{res}{space 2} .0003954{col 32}{space 2} .0013254{col 43}{space 1}    0.30{col 52}{space 3}0.766{col 60}{space 4}-.0022097{col 73}{space 3} .0030006
{txt}{space 14}male {c |}{col 20}{res}{space 2}-.0329131{col 32}{space 2} .0462166{col 43}{space 1}   -0.71{col 52}{space 3}0.477{col 60}{space 4}-.1237566{col 73}{space 3} .0579304
{txt}{space 11}college {c |}{col 20}{res}{space 2} .0189124{col 32}{space 2}   .04591{col 43}{space 1}    0.41{col 52}{space 3}0.681{col 60}{space 4}-.0713283{col 73}{space 3} .1091532
{txt}{space 15}gop {c |}{col 20}{res}{space 2} .0071702{col 32}{space 2} .0581751{col 43}{space 1}    0.12{col 52}{space 3}0.902{col 60}{space 4}-.1071788{col 73}{space 3} .1215192
{txt}{space 15}dem {c |}{col 20}{res}{space 2} .0267561{col 32}{space 2} .0585514{col 43}{space 1}    0.46{col 52}{space 3}0.648{col 60}{space 4}-.0883326{col 73}{space 3} .1418448
{txt}{space 12}income {c |}{col 20}{res}{space 2}-.0281818{col 32}{space 2} .0080166{col 43}{space 1}   -3.52{col 52}{space 3}0.000{col 60}{space 4}-.0439394{col 73}{space 3}-.0124243
{txt}{space 7}ladder_self {c |}{col 20}{res}{space 2} .3729854{col 32}{space 2} .0179138{col 43}{space 1}   20.82{col 52}{space 3}0.000{col 60}{space 4} .3377739{col 73}{space 3} .4081968
{txt}{space 2}ladder_area_past {c |}{col 20}{res}{space 2} .3008805{col 32}{space 2}  .016972{col 43}{space 1}   17.73{col 52}{space 3}0.000{col 60}{space 4} .2675204{col 73}{space 3} .3342406
{txt}{space 5}_Icensus_di_2 {c |}{col 20}{res}{space 2}-.0865466{col 32}{space 2} .1479345{col 43}{space 1}   -0.59{col 52}{space 3}0.559{col 60}{space 4} -.377327{col 73}{space 3} .2042337
{txt}{space 5}_Icensus_di_3 {c |}{col 20}{res}{space 2}-.1181789{col 32}{space 2} .1420554{col 43}{space 1}   -0.83{col 52}{space 3}0.406{col 60}{space 4}-.3974033{col 73}{space 3} .1610455
{txt}{space 5}_Icensus_di_4 {c |}{col 20}{res}{space 2}-.0325907{col 32}{space 2} .1593451{col 43}{space 1}   -0.20{col 52}{space 3}0.838{col 60}{space 4}-.3457996{col 73}{space 3} .2806183
{txt}{space 5}_Icensus_di_5 {c |}{col 20}{res}{space 2}-.2320555{col 32}{space 2} .1301999{col 43}{space 1}   -1.78{col 52}{space 3}0.075{col 60}{space 4}-.4879766{col 73}{space 3} .0238656
{txt}{space 5}_Icensus_di_6 {c |}{col 20}{res}{space 2}-.3446867{col 32}{space 2} .1435528{col 43}{space 1}   -2.40{col 52}{space 3}0.017{col 60}{space 4}-.6268543{col 73}{space 3}-.0625192
{txt}{space 5}_Icensus_di_7 {c |}{col 20}{res}{space 2}-.0950898{col 32}{space 2} .1581891{col 43}{space 1}   -0.60{col 52}{space 3}0.548{col 60}{space 4}-.4060265{col 73}{space 3} .2158469
{txt}{space 5}_Icensus_di_8 {c |}{col 20}{res}{space 2}-.2615848{col 32}{space 2} .1569774{col 43}{space 1}   -1.67{col 52}{space 3}0.096{col 60}{space 4}-.5701399{col 73}{space 3} .0469702
{txt}{space 5}_Icensus_di_9 {c |}{col 20}{res}{space 2}-.1583986{col 32}{space 2} .1580123{col 43}{space 1}   -1.00{col 52}{space 3}0.317{col 60}{space 4}-.4689877{col 73}{space 3} .1521905
{txt}{space 13}_cons {c |}{col 20}{res}{space 2} 2.169707{col 32}{space 2} .1680106{col 43}{space 1}   12.91{col 52}{space 3}0.000{col 60}{space 4} 1.839465{col 73}{space 3} 2.499949
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: xi: reg ladder_area nhub_taa10 non_white nhub_shock_nonwhite age male college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(18, 422)        =  {res}    58.70
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3254
                                                {txt}Root MSE          =    {res} 1.3385

{txt}{ralign 85:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}        ladder_area{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}nhub_taa10 {c |}{col 21}{res}{space 2}-.0046489{col 33}{space 2} .0012285{col 44}{space 1}   -3.78{col 53}{space 3}0.000{col 61}{space 4}-.0070637{col 74}{space 3}-.0022342
{txt}{space 10}non_white {c |}{col 21}{res}{space 2} .1200511{col 33}{space 2} .1031513{col 44}{space 1}    1.16{col 53}{space 3}0.245{col 61}{space 4}-.0827032{col 74}{space 3} .3228054
{txt}nhub_shock_nonwhite {c |}{col 21}{res}{space 2}-.0011088{col 33}{space 2} .0036553{col 44}{space 1}   -0.30{col 53}{space 3}0.762{col 61}{space 4}-.0082936{col 74}{space 3} .0060761
{txt}{space 16}age {c |}{col 21}{res}{space 2}-.0018988{col 33}{space 2} .0013684{col 44}{space 1}   -1.39{col 53}{space 3}0.166{col 61}{space 4}-.0045884{col 74}{space 3} .0007908
{txt}{space 15}male {c |}{col 21}{res}{space 2}-.0689301{col 33}{space 2} .0496461{col 44}{space 1}   -1.39{col 53}{space 3}0.166{col 61}{space 4}-.1665145{col 74}{space 3} .0286543
{txt}{space 12}college {c |}{col 21}{res}{space 2}-.0269376{col 33}{space 2} .0493613{col 44}{space 1}   -0.55{col 53}{space 3}0.586{col 61}{space 4}-.1239623{col 74}{space 3} .0700872
{txt}{space 16}gop {c |}{col 21}{res}{space 2}  .085873{col 33}{space 2} .0626111{col 44}{space 1}    1.37{col 53}{space 3}0.171{col 61}{space 4}-.0371955{col 74}{space 3} .2089414
{txt}{space 16}dem {c |}{col 21}{res}{space 2} .0823267{col 33}{space 2} .0629407{col 44}{space 1}    1.31{col 53}{space 3}0.192{col 61}{space 4}-.0413896{col 74}{space 3} .2060431
{txt}{space 13}income {c |}{col 21}{res}{space 2} -.038354{col 33}{space 2}  .008536{col 44}{space 1}   -4.49{col 53}{space 3}0.000{col 61}{space 4}-.0551324{col 74}{space 3}-.0215757
{txt}{space 8}ladder_self {c |}{col 21}{res}{space 2} .4709344{col 33}{space 2} .0168148{col 44}{space 1}   28.01{col 53}{space 3}0.000{col 61}{space 4} .4378832{col 74}{space 3} .5039856
{txt}{space 6}_Icensus_di_2 {c |}{col 21}{res}{space 2}-.0662212{col 33}{space 2} .1435605{col 44}{space 1}   -0.46{col 53}{space 3}0.645{col 61}{space 4} -.348404{col 74}{space 3} .2159616
{txt}{space 6}_Icensus_di_3 {c |}{col 21}{res}{space 2}-.0987351{col 33}{space 2} .1451444{col 44}{space 1}   -0.68{col 53}{space 3}0.497{col 61}{space 4}-.3840312{col 74}{space 3} .1865609
{txt}{space 6}_Icensus_di_4 {c |}{col 21}{res}{space 2}-.1733743{col 33}{space 2} .1839384{col 44}{space 1}   -0.94{col 53}{space 3}0.346{col 61}{space 4}-.5349238{col 74}{space 3} .1881752
{txt}{space 6}_Icensus_di_5 {c |}{col 21}{res}{space 2}-.3386462{col 33}{space 2} .1315284{col 44}{space 1}   -2.57{col 53}{space 3}0.010{col 61}{space 4}-.5971786{col 74}{space 3}-.0801139
{txt}{space 6}_Icensus_di_6 {c |}{col 21}{res}{space 2}-.3770822{col 33}{space 2} .1477105{col 44}{space 1}   -2.55{col 53}{space 3}0.011{col 61}{space 4} -.667422{col 74}{space 3}-.0867423
{txt}{space 6}_Icensus_di_7 {c |}{col 21}{res}{space 2}-.1781092{col 33}{space 2} .1717044{col 44}{space 1}   -1.04{col 53}{space 3}0.300{col 61}{space 4}-.5156116{col 74}{space 3} .1593932
{txt}{space 6}_Icensus_di_8 {c |}{col 21}{res}{space 2}-.4163599{col 33}{space 2} .1652095{col 44}{space 1}   -2.52{col 53}{space 3}0.012{col 61}{space 4} -.741096{col 74}{space 3}-.0916238
{txt}{space 6}_Icensus_di_9 {c |}{col 21}{res}{space 2} -.182117{col 33}{space 2} .1564391{col 44}{space 1}   -1.16{col 53}{space 3}0.245{col 61}{space 4}-.4896138{col 74}{space 3} .1253799
{txt}{space 14}_cons {c |}{col 21}{res}{space 2} 3.685176{col 33}{space 2} .1659307{col 44}{space 1}   22.21{col 53}{space 3}0.000{col 61}{space 4} 3.359022{col 74}{space 3} 4.011329
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: xi: reg ladder_area nhub_taa10 non_white nhub_shock_nonwhite age male college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(19, 422)        =  {res}   112.48
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4220
                                                {txt}Root MSE          =    {res} 1.2391

{txt}{ralign 85:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}        ladder_area{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}nhub_taa10 {c |}{col 21}{res}{space 2} -.004294{col 33}{space 2}  .001105{col 44}{space 1}   -3.89{col 53}{space 3}0.000{col 61}{space 4} -.006466{col 74}{space 3} -.002122
{txt}{space 10}non_white {c |}{col 21}{res}{space 2} .0704706{col 33}{space 2} .0946957{col 44}{space 1}    0.74{col 53}{space 3}0.457{col 61}{space 4}-.1156634{col 74}{space 3} .2566047
{txt}nhub_shock_nonwhite {c |}{col 21}{res}{space 2}-.0005786{col 33}{space 2} .0031524{col 44}{space 1}   -0.18{col 53}{space 3}0.854{col 61}{space 4} -.006775{col 74}{space 3} .0056177
{txt}{space 16}age {c |}{col 21}{res}{space 2} .0005437{col 33}{space 2} .0013278{col 44}{space 1}    0.41{col 53}{space 3}0.682{col 61}{space 4}-.0020662{col 74}{space 3} .0031536
{txt}{space 15}male {c |}{col 21}{res}{space 2}-.0310739{col 33}{space 2} .0465099{col 44}{space 1}   -0.67{col 53}{space 3}0.504{col 61}{space 4}-.1224939{col 74}{space 3} .0603461
{txt}{space 12}college {c |}{col 21}{res}{space 2} .0090809{col 33}{space 2}  .046137{col 44}{space 1}    0.20{col 53}{space 3}0.844{col 61}{space 4} -.081606{col 74}{space 3} .0997679
{txt}{space 16}gop {c |}{col 21}{res}{space 2} .0168084{col 33}{space 2} .0587145{col 44}{space 1}    0.29{col 53}{space 3}0.775{col 61}{space 4} -.098601{col 74}{space 3} .1322177
{txt}{space 16}dem {c |}{col 21}{res}{space 2} .0288933{col 33}{space 2} .0583167{col 44}{space 1}    0.50{col 53}{space 3}0.621{col 61}{space 4} -.085734{col 74}{space 3} .1435206
{txt}{space 13}income {c |}{col 21}{res}{space 2}-.0304128{col 33}{space 2} .0080927{col 44}{space 1}   -3.76{col 53}{space 3}0.000{col 61}{space 4}-.0463199{col 74}{space 3}-.0145057
{txt}{space 8}ladder_self {c |}{col 21}{res}{space 2} .3717091{col 33}{space 2} .0179204{col 44}{space 1}   20.74{col 53}{space 3}0.000{col 61}{space 4} .3364846{col 74}{space 3} .4069335
{txt}{space 3}ladder_area_past {c |}{col 21}{res}{space 2} .3004954{col 33}{space 2} .0169937{col 44}{space 1}   17.68{col 53}{space 3}0.000{col 61}{space 4} .2670925{col 74}{space 3} .3338982
{txt}{space 6}_Icensus_di_2 {c |}{col 21}{res}{space 2}-.0976093{col 33}{space 2}  .137541{col 44}{space 1}   -0.71{col 53}{space 3}0.478{col 61}{space 4}-.3679601{col 74}{space 3} .1727415
{txt}{space 6}_Icensus_di_3 {c |}{col 21}{res}{space 2}-.1291982{col 33}{space 2}  .134985{col 44}{space 1}   -0.96{col 53}{space 3}0.339{col 61}{space 4} -.394525{col 74}{space 3} .1361286
{txt}{space 6}_Icensus_di_4 {c |}{col 21}{res}{space 2}-.1042379{col 33}{space 2} .1686246{col 44}{space 1}   -0.62{col 53}{space 3}0.537{col 61}{space 4}-.4356866{col 74}{space 3} .2272107
{txt}{space 6}_Icensus_di_5 {c |}{col 21}{res}{space 2}-.2464624{col 33}{space 2} .1249568{col 44}{space 1}   -1.97{col 53}{space 3}0.049{col 61}{space 4}-.4920778{col 74}{space 3}-.0008471
{txt}{space 6}_Icensus_di_6 {c |}{col 21}{res}{space 2}-.2923237{col 33}{space 2}   .13773{col 44}{space 1}   -2.12{col 53}{space 3}0.034{col 61}{space 4}-.5630459{col 74}{space 3}-.0216015
{txt}{space 6}_Icensus_di_7 {c |}{col 21}{res}{space 2}-.1213638{col 33}{space 2} .1510045{col 44}{space 1}   -0.80{col 53}{space 3}0.422{col 61}{space 4}-.4181785{col 74}{space 3} .1754509
{txt}{space 6}_Icensus_di_8 {c |}{col 21}{res}{space 2}-.3143869{col 33}{space 2} .1513399{col 44}{space 1}   -2.08{col 53}{space 3}0.038{col 61}{space 4}-.6118607{col 74}{space 3} -.016913
{txt}{space 6}_Icensus_di_9 {c |}{col 21}{res}{space 2}-.1874861{col 33}{space 2} .1499026{col 44}{space 1}   -1.25{col 53}{space 3}0.212{col 61}{space 4}-.4821348{col 74}{space 3} .1071626
{txt}{space 14}_cons {c |}{col 21}{res}{space 2} 2.293101{col 33}{space 2}  .170049{col 44}{space 1}   13.48{col 53}{space 3}0.000{col 61}{space 4} 1.958852{col 74}{space 3} 2.627349
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: xi: reg ladder_area hub_taa10 non_white hub_shock_nonwhite nhub_taa10 nhub_shock_nonwhite age male college gop dem income ladder_self i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,968
                                                {txt}F(20, 422)        =  {res}    54.61
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.3274
                                                {txt}Root MSE          =    {res}  1.337

{txt}{ralign 85:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}        ladder_area{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}hub_taa10 {c |}{col 21}{res}{space 2} -.009876{col 33}{space 2}  .003085{col 44}{space 1}   -3.20{col 53}{space 3}0.001{col 61}{space 4}-.0159399{col 74}{space 3}-.0038122
{txt}{space 10}non_white {c |}{col 21}{res}{space 2}  .124814{col 33}{space 2}  .103153{col 44}{space 1}    1.21{col 53}{space 3}0.227{col 61}{space 4}-.0779437{col 74}{space 3} .3275716
{txt}{space 1}hub_shock_nonwhite {c |}{col 21}{res}{space 2}-.0040548{col 33}{space 2} .0084679{col 44}{space 1}   -0.48{col 53}{space 3}0.632{col 61}{space 4}-.0206993{col 74}{space 3} .0125898
{txt}{space 9}nhub_taa10 {c |}{col 21}{res}{space 2}-.0040348{col 33}{space 2} .0012114{col 44}{space 1}   -3.33{col 53}{space 3}0.001{col 61}{space 4}-.0064159{col 74}{space 3}-.0016536
{txt}nhub_shock_nonwhite {c |}{col 21}{res}{space 2} -.001068{col 33}{space 2} .0036818{col 44}{space 1}   -0.29{col 53}{space 3}0.772{col 61}{space 4} -.008305{col 74}{space 3} .0061691
{txt}{space 16}age {c |}{col 21}{res}{space 2}  -.00194{col 33}{space 2} .0013675{col 44}{space 1}   -1.42{col 53}{space 3}0.157{col 61}{space 4} -.004628{col 74}{space 3}  .000748
{txt}{space 15}male {c |}{col 21}{res}{space 2}-.0722643{col 33}{space 2}  .049749{col 44}{space 1}   -1.45{col 53}{space 3}0.147{col 61}{space 4}-.1700511{col 74}{space 3} .0255225
{txt}{space 12}college {c |}{col 21}{res}{space 2}-.0262523{col 33}{space 2} .0490478{col 44}{space 1}   -0.54{col 53}{space 3}0.593{col 61}{space 4}-.1226608{col 74}{space 3} .0701562
{txt}{space 16}gop {c |}{col 21}{res}{space 2} .0811121{col 33}{space 2} .0626705{col 44}{space 1}    1.29{col 53}{space 3}0.196{col 61}{space 4}-.0420731{col 74}{space 3} .2042973
{txt}{space 16}dem {c |}{col 21}{res}{space 2} .0764453{col 33}{space 2}  .063114{col 44}{space 1}    1.21{col 53}{space 3}0.226{col 61}{space 4}-.0476116{col 74}{space 3} .2005023
{txt}{space 13}income {c |}{col 21}{res}{space 2}-.0383382{col 33}{space 2} .0085063{col 44}{space 1}   -4.51{col 53}{space 3}0.000{col 61}{space 4}-.0550582{col 74}{space 3}-.0216182
{txt}{space 8}ladder_self {c |}{col 21}{res}{space 2} .4712163{col 33}{space 2} .0167571{col 44}{space 1}   28.12{col 53}{space 3}0.000{col 61}{space 4} .4382786{col 74}{space 3}  .504154
{txt}{space 6}_Icensus_di_2 {c |}{col 21}{res}{space 2}-.0582372{col 33}{space 2} .1427079{col 44}{space 1}   -0.41{col 53}{space 3}0.683{col 61}{space 4}-.3387441{col 74}{space 3} .2222696
{txt}{space 6}_Icensus_di_3 {c |}{col 21}{res}{space 2}-.0650357{col 33}{space 2} .1459555{col 44}{space 1}   -0.45{col 53}{space 3}0.656{col 61}{space 4}-.3519261{col 74}{space 3} .2218547
{txt}{space 6}_Icensus_di_4 {c |}{col 21}{res}{space 2}-.1186097{col 33}{space 2} .1717948{col 44}{space 1}   -0.69{col 53}{space 3}0.490{col 61}{space 4}-.4562898{col 74}{space 3} .2190703
{txt}{space 6}_Icensus_di_5 {c |}{col 21}{res}{space 2}-.3302317{col 33}{space 2} .1311566{col 44}{space 1}   -2.52{col 53}{space 3}0.012{col 61}{space 4}-.5880334{col 74}{space 3}-.0724301
{txt}{space 6}_Icensus_di_6 {c |}{col 21}{res}{space 2}-.3679274{col 33}{space 2}  .147616{col 44}{space 1}   -2.49{col 53}{space 3}0.013{col 61}{space 4}-.6580817{col 74}{space 3}-.0777732
{txt}{space 6}_Icensus_di_7 {c |}{col 21}{res}{space 2}-.1581631{col 33}{space 2}  .170187{col 44}{space 1}   -0.93{col 53}{space 3}0.353{col 61}{space 4}-.4926829{col 74}{space 3} .1763567
{txt}{space 6}_Icensus_di_8 {c |}{col 21}{res}{space 2}-.4061577{col 33}{space 2} .1643997{col 44}{space 1}   -2.47{col 53}{space 3}0.014{col 61}{space 4} -.729302{col 74}{space 3}-.0830134
{txt}{space 6}_Icensus_di_9 {c |}{col 21}{res}{space 2}-.1682882{col 33}{space 2} .1562534{col 44}{space 1}   -1.08{col 53}{space 3}0.282{col 61}{space 4}-.4754201{col 74}{space 3} .1388437
{txt}{space 14}_cons {c |}{col 21}{res}{space 2}  3.68089{col 33}{space 2} .1651291{col 44}{space 1}   22.29{col 53}{space 3}0.000{col 61}{space 4} 3.356312{col 74}{space 3} 4.005468
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: xi: reg ladder_area hub_taa10 non_white hub_shock_nonwhite nhub_taa10 nhub_shock_nonwhite age male college gop dem income ladder_self ladder_area_past i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     2,967
                                                {txt}F(21, 422)        =  {res}   103.44
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.4237
                                                {txt}Root MSE          =    {res} 1.2377

{txt}{ralign 85:(Std. Err. adjusted for {res:423} clusters in czone)}
{hline 20}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 21}{c |}{col 33}    Robust
{col 1}        ladder_area{col 21}{c |}      Coef.{col 33}   Std. Err.{col 45}      t{col 53}   P>|t|{col 61}     [95% Con{col 74}f. Interval]
{hline 20}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}hub_taa10 {c |}{col 21}{res}{space 2}-.0091407{col 33}{space 2} .0030318{col 44}{space 1}   -3.01{col 53}{space 3}0.003{col 61}{space 4}   -.0151{col 74}{space 3}-.0031815
{txt}{space 10}non_white {c |}{col 21}{res}{space 2} .0749079{col 33}{space 2} .0948975{col 44}{space 1}    0.79{col 53}{space 3}0.430{col 61}{space 4}-.1116228{col 74}{space 3} .2614385
{txt}{space 1}hub_shock_nonwhite {c |}{col 21}{res}{space 2}-.0037065{col 33}{space 2} .0074311{col 44}{space 1}   -0.50{col 53}{space 3}0.618{col 61}{space 4}-.0183132{col 74}{space 3} .0109001
{txt}{space 9}nhub_taa10 {c |}{col 21}{res}{space 2}-.0037261{col 33}{space 2} .0011018{col 44}{space 1}   -3.38{col 53}{space 3}0.001{col 61}{space 4}-.0058917{col 74}{space 3}-.0015605
{txt}nhub_shock_nonwhite {c |}{col 21}{res}{space 2}-.0005439{col 33}{space 2} .0031666{col 44}{space 1}   -0.17{col 53}{space 3}0.864{col 61}{space 4}-.0067682{col 74}{space 3} .0056804
{txt}{space 16}age {c |}{col 21}{res}{space 2} .0005022{col 33}{space 2} .0013256{col 44}{space 1}    0.38{col 53}{space 3}0.705{col 61}{space 4}-.0021035{col 74}{space 3} .0031079
{txt}{space 15}male {c |}{col 21}{res}{space 2}-.0342273{col 33}{space 2} .0466744{col 44}{space 1}   -0.73{col 53}{space 3}0.464{col 61}{space 4}-.1259705{col 74}{space 3} .0575159
{txt}{space 12}college {c |}{col 21}{res}{space 2} .0096531{col 33}{space 2} .0457812{col 44}{space 1}    0.21{col 53}{space 3}0.833{col 61}{space 4}-.0803344{col 74}{space 3} .0996407
{txt}{space 16}gop {c |}{col 21}{res}{space 2} .0124929{col 33}{space 2} .0586745{col 44}{space 1}    0.21{col 53}{space 3}0.831{col 61}{space 4}-.1028377{col 74}{space 3} .1278235
{txt}{space 16}dem {c |}{col 21}{res}{space 2} .0235156{col 33}{space 2} .0584578{col 44}{space 1}    0.40{col 53}{space 3}0.688{col 61}{space 4}-.0913891{col 74}{space 3} .1384204
{txt}{space 13}income {c |}{col 21}{res}{space 2}-.0304122{col 33}{space 2} .0080761{col 44}{space 1}   -3.77{col 53}{space 3}0.000{col 61}{space 4}-.0462865{col 74}{space 3}-.0145378
{txt}{space 8}ladder_self {c |}{col 21}{res}{space 2} .3721167{col 33}{space 2} .0178809{col 44}{space 1}   20.81{col 53}{space 3}0.000{col 61}{space 4} .3369701{col 74}{space 3} .4072634
{txt}{space 3}ladder_area_past {c |}{col 21}{res}{space 2}  .300051{col 33}{space 2} .0169853{col 44}{space 1}   17.67{col 53}{space 3}0.000{col 61}{space 4} .2666647{col 74}{space 3} .3334373
{txt}{space 6}_Icensus_di_2 {c |}{col 21}{res}{space 2}-.0901317{col 33}{space 2}  .136863{col 44}{space 1}   -0.66{col 53}{space 3}0.511{col 61}{space 4}-.3591499{col 74}{space 3} .1788865
{txt}{space 6}_Icensus_di_3 {c |}{col 21}{res}{space 2}-.0979914{col 33}{space 2}  .135887{col 44}{space 1}   -0.72{col 53}{space 3}0.471{col 61}{space 4}-.3650912{col 74}{space 3} .1691083
{txt}{space 6}_Icensus_di_4 {c |}{col 21}{res}{space 2}-.0537172{col 33}{space 2} .1555504{col 44}{space 1}   -0.35{col 53}{space 3}0.730{col 61}{space 4}-.3594672{col 74}{space 3} .2520328
{txt}{space 6}_Icensus_di_5 {c |}{col 21}{res}{space 2}-.2388079{col 33}{space 2} .1246285{col 44}{space 1}   -1.92{col 53}{space 3}0.056{col 61}{space 4}-.4837778{col 74}{space 3}  .006162
{txt}{space 6}_Icensus_di_6 {c |}{col 21}{res}{space 2} -.283973{col 33}{space 2} .1375021{col 44}{space 1}   -2.07{col 53}{space 3}0.040{col 61}{space 4}-.5542473{col 74}{space 3}-.0136987
{txt}{space 6}_Icensus_di_7 {c |}{col 21}{res}{space 2}-.1029947{col 33}{space 2} .1494658{col 44}{space 1}   -0.69{col 53}{space 3}0.491{col 61}{space 4}-.3967849{col 74}{space 3} .1907954
{txt}{space 6}_Icensus_di_8 {c |}{col 21}{res}{space 2}-.3051032{col 33}{space 2} .1509105{col 44}{space 1}   -2.02{col 53}{space 3}0.044{col 61}{space 4}-.6017331{col 74}{space 3}-.0084732
{txt}{space 6}_Icensus_di_9 {c |}{col 21}{res}{space 2}-.1746749{col 33}{space 2} .1498738{col 44}{space 1}   -1.17{col 53}{space 3}0.244{col 61}{space 4}-.4692671{col 74}{space 3} .1199172
{txt}{space 14}_cons {c |}{col 21}{res}{space 2} 2.291225{col 33}{space 2} .1695309{col 44}{space 1}   13.52{col 53}{space 3}0.000{col 61}{space 4} 1.957995{col 74}{space 3} 2.624455
{txt}{hline 20}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA22.tex", label keep(hub_taa10 nhub_taa10 hub_shock_nonwhite nhub_shock_nonwhite non_white age male college gop dem income ladder_self ladder_area_past) order(hub_taa10 nhub_taa10 hub_shock_nonwhite nhub_shock_nonwhite non_white age male college gop dem income ladder_self ladder_area_past) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*")
{res}{txt}(note: file TableA22.tex not found)
(output written to {browse  `"TableA22.tex"'})

{com}. 
. **************************************
. ****       Tables A5 & A20B       ****
. **************************************
. 
. use "KimPelc_IO_Respondi.dta", clear
{txt}
{com}. 
. * Table A5: Summary Statistics: Respondents Recruited by Respondi
. 
. eststo clear
{txt}
{com}. estpost summarize thickpopulism ladder_avpersarea ladder_personal age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease

{txt}{space 0}{space 0}{ralign 12:}{space 1}{c |}{space 1}{ralign 9:e(count)}{space 1}{space 1}{ralign 9:e(sum_w)}{space 1}{space 1}{ralign 9:e(mean)}{space 1}{space 1}{ralign 9:e(Var)}{space 1}{space 1}{ralign 9:e(sd)}{space 1}{space 1}{ralign 9:e(min)}{space 1}{space 1}{ralign 9:e(max)}{space 1}{space 1}{ralign 9:e(sum)}{space 1}
{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
{space 0}{space 0}{ralign 12:thickpopul~m}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf: 5.099118}}}{space 1}{space 1}{ralign 9:{res:{sf: 3.874049}}}{space 1}{space 1}{ralign 9:{res:{sf:  1.96826}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:       10}}}{space 1}{space 1}{ralign 9:{res:{sf: 16959.67}}}{space 1}
{space 0}{space 0}{ralign 12:ladder_avp~a}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf: 5.290138}}}{space 1}{space 1}{ralign 9:{res:{sf: 2.801509}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.673771}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:       10}}}{space 1}{space 1}{ralign 9:{res:{sf:    17595}}}{space 1}
{space 0}{space 0}{ralign 12:ladder_per~l}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf: 5.101624}}}{space 1}{space 1}{ralign 9:{res:{sf:  3.98185}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.995457}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:       10}}}{space 1}{space 1}{ralign 9:{res:{sf:    16968}}}{space 1}
{space 0}{space 0}{ralign 12:age}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf: 48.96753}}}{space 1}{space 1}{ralign 9:{res:{sf: 298.5271}}}{space 1}{space 1}{ralign 9:{res:{sf: 17.27794}}}{space 1}{space 1}{ralign 9:{res:{sf:       18}}}{space 1}{space 1}{ralign 9:{res:{sf:       94}}}{space 1}{space 1}{ralign 9:{res:{sf:   162866}}}{space 1}
{space 0}{space 0}{ralign 12:male}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf: .4828623}}}{space 1}{space 1}{ralign 9:{res:{sf: .2497814}}}{space 1}{space 1}{ralign 9:{res:{sf: .4997814}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1606}}}{space 1}
{space 0}{space 0}{ralign 12:college_grad}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:  .578172}}}{space 1}{space 1}{ralign 9:{res:{sf: .2439625}}}{space 1}{space 1}{ralign 9:{res:{sf: .4939256}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1923}}}{space 1}
{space 0}{space 0}{ralign 12:race_others}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf: .0472038}}}{space 1}{space 1}{ralign 9:{res:{sf: .0449892}}}{space 1}{space 1}{ralign 9:{res:{sf: .2121065}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      157}}}{space 1}
{space 0}{space 0}{ralign 12:black}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf: .0748647}}}{space 1}{space 1}{ralign 9:{res:{sf: .0692808}}}{space 1}{space 1}{ralign 9:{res:{sf: .2632125}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      249}}}{space 1}
{space 0}{space 0}{ralign 12:hispanic}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf: .0610343}}}{space 1}{space 1}{ralign 9:{res:{sf: .0573263}}}{space 1}{space 1}{ralign 9:{res:{sf: .2394292}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      203}}}{space 1}
{space 0}{space 0}{ralign 12:asian}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf: .0655442}}}{space 1}{space 1}{ralign 9:{res:{sf: .0612666}}}{space 1}{space 1}{ralign 9:{res:{sf: .2475209}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      218}}}{space 1}
{space 0}{space 0}{ralign 12:under50k}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf: .4134095}}}{space 1}{space 1}{ralign 9:{res:{sf:  .242575}}}{space 1}{space 1}{ralign 9:{res:{sf: .4925191}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:     1375}}}{space 1}
{space 0}{space 0}{ralign 12:incomechan~e}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf:     3326}}}{space 1}{space 1}{ralign 9:{res:{sf: .1906194}}}{space 1}{space 1}{ralign 9:{res:{sf:   .15433}}}{space 1}{space 1}{ralign 9:{res:{sf: .3928486}}}{space 1}{space 1}{ralign 9:{res:{sf:        0}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:      634}}}{space 1}

{com}. esttab using "TableA5.tex", cells("count mean(fmt(2)) sd(fmt(2)) min(fmt(2)) max(fmt(2))") nomtitle label replace b(3)
{res}{txt}(note: file TableA5.tex not found)
(output written to {browse  `"TableA5.tex"'})

{com}. 
. * Table A23: Perception of Regional Standing and Populist Attitude: Full Results
. 
. eststo clear
{txt}
{com}. 
. eststo: xi: reg thickpopulism ladder_avpersarea age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     3,303
                                                {txt}F(18, 390)        =  {res}     6.15
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0254
                                                {txt}Root MSE          =    {res} 1.9478

{txt}{ralign 93:(Std. Err. adjusted for {res:391} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}ladder_avpersarea {c |}{col 29}{res}{space 2}-.0460541{col 41}{space 2} .0230709{col 52}{space 1}   -2.00{col 61}{space 3}0.047{col 69}{space 4} -.091413{col 82}{space 3}-.0006951
{txt}{space 24}age {c |}{col 29}{res}{space 2}-.0109413{col 41}{space 2} .0020113{col 52}{space 1}   -5.44{col 61}{space 3}0.000{col 69}{space 4}-.0148956{col 82}{space 3}-.0069871
{txt}{space 23}male {c |}{col 29}{res}{space 2}-.0815005{col 41}{space 2}  .079202{col 52}{space 1}   -1.03{col 61}{space 3}0.304{col 69}{space 4}-.2372169{col 82}{space 3} .0742158
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.1183062{col 41}{space 2} .0699452{col 52}{space 1}   -1.69{col 61}{space 3}0.092{col 69}{space 4}-.2558231{col 82}{space 3} .0192107
{txt}{space 16}race_others {c |}{col 29}{res}{space 2} .2049587{col 41}{space 2} .1492063{col 52}{space 1}    1.37{col 61}{space 3}0.170{col 69}{space 4}-.0883906{col 82}{space 3}  .498308
{txt}{space 22}black {c |}{col 29}{res}{space 2} .3888921{col 41}{space 2} .1203268{col 52}{space 1}    3.23{col 61}{space 3}0.001{col 69}{space 4} .1523218{col 82}{space 3} .6254624
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2} .2110156{col 41}{space 2} .1367706{col 52}{space 1}    1.54{col 61}{space 3}0.124{col 69}{space 4}-.0578843{col 82}{space 3} .4799155
{txt}{space 22}asian {c |}{col 29}{res}{space 2} .4051095{col 41}{space 2} .1557642{col 52}{space 1}    2.60{col 61}{space 3}0.010{col 69}{space 4} .0988669{col 82}{space 3} .7113521
{txt}{space 19}under50k {c |}{col 29}{res}{space 2}-.0077797{col 41}{space 2} .0694786{col 52}{space 1}   -0.11{col 61}{space 3}0.911{col 69}{space 4}-.1443792{col 82}{space 3} .1288198
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2} .0598545{col 41}{space 2} .0928894{col 52}{space 1}    0.64{col 61}{space 3}0.520{col 69}{space 4}-.1227722{col 82}{space 3} .2424812
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2}-.0893654{col 41}{space 2} .1768028{col 52}{space 1}   -0.51{col 61}{space 3}0.614{col 69}{space 4}-.4369711{col 82}{space 3} .2582404
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2}-.0294074{col 41}{space 2} .1597099{col 52}{space 1}   -0.18{col 61}{space 3}0.854{col 69}{space 4}-.3434074{col 82}{space 3} .2845926
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2}-.0699673{col 41}{space 2} .1909037{col 52}{space 1}   -0.37{col 61}{space 3}0.714{col 69}{space 4}-.4452965{col 82}{space 3} .3053619
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1770564{col 41}{space 2} .1781256{col 52}{space 1}   -0.99{col 61}{space 3}0.321{col 69}{space 4} -.527263{col 82}{space 3} .1731501
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .1341576{col 41}{space 2} .2051222{col 52}{space 1}    0.65{col 61}{space 3}0.513{col 69}{space 4}-.2691261{col 82}{space 3} .5374412
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2} .1168588{col 41}{space 2} .1628895{col 52}{space 1}    0.72{col 61}{space 3}0.474{col 69}{space 4}-.2033926{col 82}{space 3} .4371102
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.3187183{col 41}{space 2} .1963289{col 52}{space 1}   -1.62{col 61}{space 3}0.105{col 69}{space 4}-.7047139{col 82}{space 3} .0672772
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2}-.0967108{col 41}{space 2} .1641576{col 52}{space 1}   -0.59{col 61}{space 3}0.556{col 69}{space 4}-.4194554{col 82}{space 3} .2260338
{txt}{space 22}_cons {c |}{col 29}{res}{space 2} 5.973202{col 41}{space 2}   .23148{col 52}{space 1}   25.80{col 61}{space 3}0.000{col 69}{space 4} 5.518097{col 82}{space 3} 6.428306
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: xi: reg thickpopulism ladder_personal age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     3,303
                                                {txt}F(18, 390)        =  {res}     5.82
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0239
                                                {txt}Root MSE          =    {res} 1.9493

{txt}{ralign 93:(Std. Err. adjusted for {res:391} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}ladder_personal {c |}{col 29}{res}{space 2} .0003726{col 41}{space 2}  .019706{col 52}{space 1}    0.02{col 61}{space 3}0.985{col 69}{space 4}-.0383707{col 82}{space 3} .0391159
{txt}{space 24}age {c |}{col 29}{res}{space 2}-.0110602{col 41}{space 2} .0020287{col 52}{space 1}   -5.45{col 61}{space 3}0.000{col 69}{space 4}-.0150488{col 82}{space 3}-.0070717
{txt}{space 23}male {c |}{col 29}{res}{space 2} -.085873{col 41}{space 2} .0786853{col 52}{space 1}   -1.09{col 61}{space 3}0.276{col 69}{space 4}-.2405735{col 82}{space 3} .0688275
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.1298643{col 41}{space 2} .0704188{col 52}{space 1}   -1.84{col 61}{space 3}0.066{col 69}{space 4}-.2683123{col 82}{space 3} .0085837
{txt}{space 16}race_others {c |}{col 29}{res}{space 2} .2215522{col 41}{space 2} .1495128{col 52}{space 1}    1.48{col 61}{space 3}0.139{col 69}{space 4}-.0723997{col 82}{space 3} .5155042
{txt}{space 22}black {c |}{col 29}{res}{space 2} .3949538{col 41}{space 2}   .12055{col 52}{space 1}    3.28{col 61}{space 3}0.001{col 69}{space 4} .1579446{col 82}{space 3}  .631963
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2} .2136461{col 41}{space 2} .1375581{col 52}{space 1}    1.55{col 61}{space 3}0.121{col 69}{space 4}-.0568022{col 82}{space 3} .4840943
{txt}{space 22}asian {c |}{col 29}{res}{space 2} .4048141{col 41}{space 2} .1553717{col 52}{space 1}    2.61{col 61}{space 3}0.010{col 69}{space 4} .0993431{col 82}{space 3}  .710285
{txt}{space 19}under50k {c |}{col 29}{res}{space 2}  .006935{col 41}{space 2} .0694145{col 52}{space 1}    0.10{col 61}{space 3}0.920{col 69}{space 4}-.1295385{col 82}{space 3} .1434086
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2} .0661532{col 41}{space 2}  .093773{col 52}{space 1}    0.71{col 61}{space 3}0.481{col 69}{space 4}-.1182107{col 82}{space 3}  .250517
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2}-.0830782{col 41}{space 2} .1768746{col 52}{space 1}   -0.47{col 61}{space 3}0.639{col 69}{space 4}-.4308253{col 82}{space 3} .2646689
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2}-.0352864{col 41}{space 2} .1613812{col 52}{space 1}   -0.22{col 61}{space 3}0.827{col 69}{space 4}-.3525723{col 82}{space 3} .2819995
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2} -.078638{col 41}{space 2} .1926419{col 52}{space 1}   -0.41{col 61}{space 3}0.683{col 69}{space 4}-.4573845{col 82}{space 3} .3001086
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1837422{col 41}{space 2} .1812517{col 52}{space 1}   -1.01{col 61}{space 3}0.311{col 69}{space 4}-.5400949{col 82}{space 3} .1726105
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .1290716{col 41}{space 2} .2072256{col 52}{space 1}    0.62{col 61}{space 3}0.534{col 69}{space 4}-.2783474{col 82}{space 3} .5364906
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2} .1119758{col 41}{space 2} .1649721{col 52}{space 1}    0.68{col 61}{space 3}0.498{col 69}{space 4}-.2123701{col 82}{space 3} .4363217
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.3132025{col 41}{space 2} .1969847{col 52}{space 1}   -1.59{col 61}{space 3}0.113{col 69}{space 4}-.7004873{col 82}{space 3} .0740823
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2}-.1064592{col 41}{space 2} .1674005{col 52}{space 1}   -0.64{col 61}{space 3}0.525{col 69}{space 4}-.4355795{col 82}{space 3} .2226611
{txt}{space 22}_cons {c |}{col 29}{res}{space 2}  5.73757{col 41}{space 2} .2112897{col 52}{space 1}   27.16{col 61}{space 3}0.000{col 69}{space 4} 5.322161{col 82}{space 3}  6.15298
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. eststo: xi: reg thickpopulism ladder_avpersarea ladder_personal age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     3,303
                                                {txt}F(19, 390)        =  {res}     5.86
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0260
                                                {txt}Root MSE          =    {res} 1.9475

{txt}{ralign 93:(Std. Err. adjusted for {res:391} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}ladder_avpersarea {c |}{col 29}{res}{space 2}  -.06429{col 41}{space 2} .0255877{col 52}{space 1}   -2.51{col 61}{space 3}0.012{col 69}{space 4}-.1145972{col 82}{space 3}-.0139828
{txt}{space 12}ladder_personal {c |}{col 29}{res}{space 2} .0297256{col 41}{space 2} .0217773{col 52}{space 1}    1.36{col 61}{space 3}0.173{col 69}{space 4}  -.01309{col 82}{space 3} .0725411
{txt}{space 24}age {c |}{col 29}{res}{space 2}-.0111158{col 41}{space 2} .0020433{col 52}{space 1}   -5.44{col 61}{space 3}0.000{col 69}{space 4}-.0151331{col 82}{space 3}-.0070986
{txt}{space 23}male {c |}{col 29}{res}{space 2}-.0868399{col 41}{space 2} .0782149{col 52}{space 1}   -1.11{col 61}{space 3}0.268{col 69}{space 4}-.2406154{col 82}{space 3} .0669357
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.1258706{col 41}{space 2} .0706535{col 52}{space 1}   -1.78{col 61}{space 3}0.076{col 69}{space 4}-.2647799{col 82}{space 3} .0130388
{txt}{space 16}race_others {c |}{col 29}{res}{space 2} .2003333{col 41}{space 2} .1484569{col 52}{space 1}    1.35{col 61}{space 3}0.178{col 69}{space 4}-.0915426{col 82}{space 3} .4922091
{txt}{space 22}black {c |}{col 29}{res}{space 2} .3867042{col 41}{space 2} .1207032{col 52}{space 1}    3.20{col 61}{space 3}0.001{col 69}{space 4} .1493939{col 82}{space 3} .6240144
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2} .2070269{col 41}{space 2}  .136177{col 52}{space 1}    1.52{col 61}{space 3}0.129{col 69}{space 4}-.0607061{col 82}{space 3} .4747598
{txt}{space 22}asian {c |}{col 29}{res}{space 2} .3974886{col 41}{space 2} .1563276{col 52}{space 1}    2.54{col 61}{space 3}0.011{col 69}{space 4} .0901383{col 82}{space 3}  .704839
{txt}{space 19}under50k {c |}{col 29}{res}{space 2} .0085263{col 41}{space 2} .0694775{col 52}{space 1}    0.12{col 61}{space 3}0.902{col 69}{space 4} -.128071{col 82}{space 3} .1451237
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2} .0666903{col 41}{space 2} .0940258{col 52}{space 1}    0.71{col 61}{space 3}0.479{col 69}{space 4}-.1181705{col 82}{space 3} .2515512
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2}-.0919587{col 41}{space 2} .1757289{col 52}{space 1}   -0.52{col 61}{space 3}0.601{col 69}{space 4}-.4374532{col 82}{space 3} .2535358
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2}-.0273974{col 41}{space 2} .1590339{col 52}{space 1}   -0.17{col 61}{space 3}0.863{col 69}{space 4}-.3400685{col 82}{space 3} .2852737
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2}-.0749218{col 41}{space 2} .1897767{col 52}{space 1}   -0.39{col 61}{space 3}0.693{col 69}{space 4}-.4480353{col 82}{space 3} .2981916
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1770404{col 41}{space 2} .1774956{col 52}{space 1}   -1.00{col 61}{space 3}0.319{col 69}{space 4}-.5260084{col 82}{space 3} .1719275
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .1406806{col 41}{space 2} .2041297{col 52}{space 1}    0.69{col 61}{space 3}0.491{col 69}{space 4}-.2606518{col 82}{space 3}  .542013
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2} .1167591{col 41}{space 2}  .162186{col 52}{space 1}    0.72{col 61}{space 3}0.472{col 69}{space 4}-.2021093{col 82}{space 3} .4356274
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.3150657{col 41}{space 2}  .195844{col 52}{space 1}   -1.61{col 61}{space 3}0.108{col 69}{space 4}-.7001078{col 82}{space 3} .0699764
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2}-.0913296{col 41}{space 2}  .162862{col 52}{space 1}   -0.56{col 61}{space 3}0.575{col 69}{space 4} -.411527{col 82}{space 3} .2288677
{txt}{space 22}_cons {c |}{col 29}{res}{space 2} 5.925473{col 41}{space 2} .2319651{col 52}{space 1}   25.54{col 61}{space 3}0.000{col 69}{space 4} 5.469414{col 82}{space 3} 6.381531
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. 
. eststo: xi: reg thickpopulism ladder_avpersarea age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division if high_shock == 0, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,662
                                                {txt}F(18, 217)        =  {res}     5.32
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0337
                                                {txt}Root MSE          =    {res} 1.9283

{txt}{ralign 93:(Std. Err. adjusted for {res:218} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}ladder_avpersarea {c |}{col 29}{res}{space 2} -.028358{col 41}{space 2} .0354916{col 52}{space 1}   -0.80{col 61}{space 3}0.425{col 69}{space 4}-.0983103{col 82}{space 3} .0415944
{txt}{space 24}age {c |}{col 29}{res}{space 2}-.0116657{col 41}{space 2} .0027686{col 52}{space 1}   -4.21{col 61}{space 3}0.000{col 69}{space 4}-.0171225{col 82}{space 3}-.0062089
{txt}{space 23}male {c |}{col 29}{res}{space 2}-.0602821{col 41}{space 2} .1294563{col 52}{space 1}   -0.47{col 61}{space 3}0.642{col 69}{space 4}-.3154347{col 82}{space 3} .1948705
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.0417161{col 41}{space 2} .0916349{col 52}{space 1}   -0.46{col 61}{space 3}0.649{col 69}{space 4}-.2223244{col 82}{space 3} .1388922
{txt}{space 16}race_others {c |}{col 29}{res}{space 2} .2601136{col 41}{space 2} .2091879{col 52}{space 1}    1.24{col 61}{space 3}0.215{col 69}{space 4}-.1521867{col 82}{space 3} .6724139
{txt}{space 22}black {c |}{col 29}{res}{space 2} .2615444{col 41}{space 2} .1812862{col 52}{space 1}    1.44{col 61}{space 3}0.151{col 69}{space 4}-.0957627{col 82}{space 3} .6188516
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2}  .200681{col 41}{space 2} .1980217{col 52}{space 1}    1.01{col 61}{space 3}0.312{col 69}{space 4}-.1896112{col 82}{space 3} .5909732
{txt}{space 22}asian {c |}{col 29}{res}{space 2} .5180297{col 41}{space 2} .1820412{col 52}{space 1}    2.85{col 61}{space 3}0.005{col 69}{space 4} .1592345{col 82}{space 3} .8768249
{txt}{space 19}under50k {c |}{col 29}{res}{space 2}-.0018517{col 41}{space 2} .0949273{col 52}{space 1}   -0.02{col 61}{space 3}0.984{col 69}{space 4}-.1889492{col 82}{space 3} .1852458
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2} .2494412{col 41}{space 2} .1361694{col 52}{space 1}    1.83{col 61}{space 3}0.068{col 69}{space 4}-.0189426{col 82}{space 3} .5178251
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2}-.0296754{col 41}{space 2} .3100089{col 52}{space 1}   -0.10{col 61}{space 3}0.924{col 69}{space 4}-.6406893{col 82}{space 3} .5813385
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2} .1296417{col 41}{space 2}  .295805{col 52}{space 1}    0.44{col 61}{space 3}0.662{col 69}{space 4}-.4533769{col 82}{space 3} .7126603
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2}  -.01082{col 41}{space 2} .2991057{col 52}{space 1}   -0.04{col 61}{space 3}0.971{col 69}{space 4}-.6003443{col 82}{space 3} .5787043
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1526253{col 41}{space 2} .3050517{col 52}{space 1}   -0.50{col 61}{space 3}0.617{col 69}{space 4}-.7538688{col 82}{space 3} .4486182
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .2431352{col 41}{space 2} .3191935{col 52}{space 1}    0.76{col 61}{space 3}0.447{col 69}{space 4}-.3859813{col 82}{space 3} .8722517
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2} .3483469{col 41}{space 2} .3044944{col 52}{space 1}    1.14{col 61}{space 3}0.254{col 69}{space 4}-.2517982{col 82}{space 3}  .948492
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.4172048{col 41}{space 2} .3314049{col 52}{space 1}   -1.26{col 61}{space 3}0.209{col 69}{space 4}-1.070389{col 82}{space 3} .2359797
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2} .1124595{col 41}{space 2} .2977024{col 52}{space 1}    0.38{col 61}{space 3}0.706{col 69}{space 4}-.4742989{col 82}{space 3} .6992178
{txt}{space 22}_cons {c |}{col 29}{res}{space 2} 5.723559{col 41}{space 2} .3585877{col 52}{space 1}   15.96{col 61}{space 3}0.000{col 69}{space 4} 5.016799{col 82}{space 3}  6.43032
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. eststo: xi: reg thickpopulism ladder_personal age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division if high_shock == 0, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,662
                                                {txt}F(18, 217)        =  {res}     4.92
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0336
                                                {txt}Root MSE          =    {res} 1.9283

{txt}{ralign 93:(Std. Err. adjusted for {res:218} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}ladder_personal {c |}{col 29}{res}{space 2} .0237344{col 41}{space 2} .0298582{col 52}{space 1}    0.79{col 61}{space 3}0.428{col 69}{space 4}-.0351149{col 82}{space 3} .0825836
{txt}{space 24}age {c |}{col 29}{res}{space 2}-.0119477{col 41}{space 2} .0027549{col 52}{space 1}   -4.34{col 61}{space 3}0.000{col 69}{space 4}-.0173774{col 82}{space 3}-.0065181
{txt}{space 23}male {c |}{col 29}{res}{space 2}-.0699177{col 41}{space 2} .1265046{col 52}{space 1}   -0.55{col 61}{space 3}0.581{col 69}{space 4}-.3192527{col 82}{space 3} .1794172
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.0522825{col 41}{space 2} .0915158{col 52}{space 1}   -0.57{col 61}{space 3}0.568{col 69}{space 4}-.2326561{col 82}{space 3} .1280912
{txt}{space 16}race_others {c |}{col 29}{res}{space 2}  .267482{col 41}{space 2} .2092924{col 52}{space 1}    1.28{col 61}{space 3}0.203{col 69}{space 4}-.1450242{col 82}{space 3} .6799881
{txt}{space 22}black {c |}{col 29}{res}{space 2} .2687186{col 41}{space 2} .1825881{col 52}{space 1}    1.47{col 61}{space 3}0.143{col 69}{space 4}-.0911545{col 82}{space 3} .6285917
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2} .2011387{col 41}{space 2} .1993956{col 52}{space 1}    1.01{col 61}{space 3}0.314{col 69}{space 4}-.1918613{col 82}{space 3} .5941386
{txt}{space 22}asian {c |}{col 29}{res}{space 2} .5145126{col 41}{space 2} .1812727{col 52}{space 1}    2.84{col 61}{space 3}0.005{col 69}{space 4} .1572321{col 82}{space 3} .8717931
{txt}{space 19}under50k {c |}{col 29}{res}{space 2} .0312151{col 41}{space 2}  .096608{col 52}{space 1}    0.32{col 61}{space 3}0.747{col 69}{space 4}-.1591951{col 82}{space 3} .2216252
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2} .2649459{col 41}{space 2} .1386721{col 52}{space 1}    1.91{col 61}{space 3}0.057{col 69}{space 4}-.0083707{col 82}{space 3} .5382625
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2} -.020247{col 41}{space 2} .3116351{col 52}{space 1}   -0.06{col 61}{space 3}0.948{col 69}{space 4}-.6344663{col 82}{space 3} .5939722
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2} .1270796{col 41}{space 2} .3021845{col 52}{space 1}    0.42{col 61}{space 3}0.675{col 69}{space 4}-.4685129{col 82}{space 3}  .722672
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2}-.0118993{col 41}{space 2} .3044274{col 52}{space 1}   -0.04{col 61}{space 3}0.969{col 69}{space 4}-.6119124{col 82}{space 3} .5881137
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1506527{col 41}{space 2} .3123663{col 52}{space 1}   -0.48{col 61}{space 3}0.630{col 69}{space 4} -.766313{col 82}{space 3} .4650077
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .2496419{col 41}{space 2} .3242973{col 52}{space 1}    0.77{col 61}{space 3}0.442{col 69}{space 4} -.389534{col 82}{space 3} .8888178
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2} .3586033{col 41}{space 2} .3092735{col 52}{space 1}    1.16{col 61}{space 3}0.248{col 69}{space 4}-.2509612{col 82}{space 3} .9681679
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.4035676{col 41}{space 2}  .335669{col 52}{space 1}   -1.20{col 61}{space 3}0.231{col 69}{space 4}-1.065157{col 82}{space 3} .2580214
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2} .1134195{col 41}{space 2} .3039869{col 52}{space 1}    0.37{col 61}{space 3}0.709{col 69}{space 4}-.4857254{col 82}{space 3} .7125644
{txt}{space 22}_cons {c |}{col 29}{res}{space 2}  5.45374{col 41}{space 2} .3547172{col 52}{space 1}   15.37{col 61}{space 3}0.000{col 69}{space 4} 4.754608{col 82}{space 3} 6.152872
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. 
. eststo: xi: reg thickpopulism ladder_avpersarea age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division if high_shock == 1, cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,641
                                                {txt}F(18, 172)        =  {res}     4.10
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0265
                                                {txt}Root MSE          =    {res} 1.9691

{txt}{ralign 93:(Std. Err. adjusted for {res:173} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}ladder_avpersarea {c |}{col 29}{res}{space 2} -.059808{col 41}{space 2} .0291148{col 52}{space 1}   -2.05{col 61}{space 3}0.041{col 69}{space 4}-.1172763{col 82}{space 3}-.0023397
{txt}{space 24}age {c |}{col 29}{res}{space 2} -.010859{col 41}{space 2} .0029564{col 52}{space 1}   -3.67{col 61}{space 3}0.000{col 69}{space 4}-.0166945{col 82}{space 3}-.0050236
{txt}{space 23}male {c |}{col 29}{res}{space 2}-.1088926{col 41}{space 2}  .090062{col 52}{space 1}   -1.21{col 61}{space 3}0.228{col 69}{space 4}-.2866616{col 82}{space 3} .0688764
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.1940689{col 41}{space 2} .0967946{col 52}{space 1}   -2.00{col 61}{space 3}0.047{col 69}{space 4}-.3851271{col 82}{space 3}-.0030106
{txt}{space 16}race_others {c |}{col 29}{res}{space 2}  .134748{col 41}{space 2} .2268876{col 52}{space 1}    0.59{col 61}{space 3}0.553{col 69}{space 4}-.3130945{col 82}{space 3} .5825905
{txt}{space 22}black {c |}{col 29}{res}{space 2}  .508352{col 41}{space 2} .1707399{col 52}{space 1}    2.98{col 61}{space 3}0.003{col 69}{space 4} .1713368{col 82}{space 3} .8453673
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2} .2361851{col 41}{space 2} .1878151{col 52}{space 1}    1.26{col 61}{space 3}0.210{col 69}{space 4}-.1345342{col 82}{space 3} .6069044
{txt}{space 22}asian {c |}{col 29}{res}{space 2} .3003876{col 41}{space 2} .2399031{col 52}{space 1}    1.25{col 61}{space 3}0.212{col 69}{space 4}-.1731458{col 82}{space 3} .7739209
{txt}{space 19}under50k {c |}{col 29}{res}{space 2}-.0045181{col 41}{space 2} .1008395{col 52}{space 1}   -0.04{col 61}{space 3}0.964{col 69}{space 4}-.2035604{col 82}{space 3} .1945241
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2}-.1169748{col 41}{space 2} .1168529{col 52}{space 1}   -1.00{col 61}{space 3}0.318{col 69}{space 4}-.3476253{col 82}{space 3} .1136756
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2}-.1224648{col 41}{space 2} .2272769{col 52}{space 1}   -0.54{col 61}{space 3}0.591{col 69}{space 4}-.5710759{col 82}{space 3} .3261463
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2}-.1478595{col 41}{space 2} .1954506{col 52}{space 1}   -0.76{col 61}{space 3}0.450{col 69}{space 4}  -.53365{col 82}{space 3}  .237931
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2}-.0926363{col 41}{space 2}  .297479{col 52}{space 1}   -0.31{col 61}{space 3}0.756{col 69}{space 4}-.6798159{col 82}{space 3} .4945433
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1279632{col 41}{space 2} .2004771{col 52}{space 1}   -0.64{col 61}{space 3}0.524{col 69}{space 4}-.5236754{col 82}{space 3}  .267749
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .0168537{col 41}{space 2}  .324956{col 52}{space 1}    0.05{col 61}{space 3}0.959{col 69}{space 4}-.6245614{col 82}{space 3} .6582688
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2}-.0388063{col 41}{space 2} .2023702{col 52}{space 1}   -0.19{col 61}{space 3}0.848{col 69}{space 4}-.4382551{col 82}{space 3} .3606425
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.2042342{col 41}{space 2} .2261852{col 52}{space 1}   -0.90{col 61}{space 3}0.368{col 69}{space 4}-.6506903{col 82}{space 3} .2422218
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2}-.2547123{col 41}{space 2} .1836604{col 52}{space 1}   -1.39{col 61}{space 3}0.167{col 69}{space 4}-.6172308{col 82}{space 3} .1078062
{txt}{space 22}_cons {c |}{col 29}{res}{space 2} 6.214203{col 41}{space 2} .3152723{col 52}{space 1}   19.71{col 61}{space 3}0.000{col 69}{space 4} 5.591903{col 82}{space 3} 6.836504
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. eststo: xi: reg thickpopulism ladder_personal age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease i.census_division if high_shock == 1 , cluster(czone)
{txt}i.census_divi~n{col 19}_Icensus_di_1-9{col 39}(naturally coded; _Icensus_di_1 omitted)

Linear regression                               Number of obs     = {res}     1,641
                                                {txt}F(18, 172)        =  {res}     3.95
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.0244
                                                {txt}Root MSE          =    {res} 1.9712

{txt}{ralign 93:(Std. Err. adjusted for {res:173} clusters in czone)}
{hline 28}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 29}{c |}{col 41}    Robust
{col 1}              thickpopulism{col 29}{c |}      Coef.{col 41}   Std. Err.{col 53}      t{col 61}   P>|t|{col 69}     [95% Con{col 82}f. Interval]
{hline 28}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}ladder_personal {c |}{col 29}{res}{space 2}-.0214789{col 41}{space 2} .0253565{col 52}{space 1}   -0.85{col 61}{space 3}0.398{col 69}{space 4}-.0715289{col 82}{space 3}  .028571
{txt}{space 24}age {c |}{col 29}{res}{space 2}-.0106763{col 41}{space 2}  .003016{col 52}{space 1}   -3.54{col 61}{space 3}0.001{col 69}{space 4}-.0166294{col 82}{space 3}-.0047232
{txt}{space 23}male {c |}{col 29}{res}{space 2}-.1130329{col 41}{space 2} .0905289{col 52}{space 1}   -1.25{col 61}{space 3}0.214{col 69}{space 4}-.2917236{col 82}{space 3} .0656578
{txt}{space 15}college_grad {c |}{col 29}{res}{space 2}-.2039032{col 41}{space 2} .0990741{col 52}{space 1}   -2.06{col 61}{space 3}0.041{col 69}{space 4}-.3994607{col 82}{space 3}-.0083456
{txt}{space 16}race_others {c |}{col 29}{res}{space 2} .1709081{col 41}{space 2} .2280684{col 52}{space 1}    0.75{col 61}{space 3}0.455{col 69}{space 4}-.2792652{col 82}{space 3} .6210814
{txt}{space 22}black {c |}{col 29}{res}{space 2} .5228764{col 41}{space 2} .1719476{col 52}{space 1}    3.04{col 61}{space 3}0.003{col 69}{space 4} .1834773{col 82}{space 3} .8622756
{txt}{space 19}hispanic {c |}{col 29}{res}{space 2} .2381796{col 41}{space 2} .1879757{col 52}{space 1}    1.27{col 61}{space 3}0.207{col 69}{space 4}-.1328566{col 82}{space 3} .6092159
{txt}{space 22}asian {c |}{col 29}{res}{space 2}  .306147{col 41}{space 2} .2391082{col 52}{space 1}    1.28{col 61}{space 3}0.202{col 69}{space 4}-.1658173{col 82}{space 3} .7781113
{txt}{space 19}under50k {c |}{col 29}{res}{space 2}-.0097772{col 41}{space 2} .0983605{col 52}{space 1}   -0.10{col 61}{space 3}0.921{col 69}{space 4}-.2039262{col 82}{space 3} .1843719
{txt}incomechange_last3_decrease {c |}{col 29}{res}{space 2}-.1140166{col 41}{space 2} .1169279{col 52}{space 1}   -0.98{col 61}{space 3}0.331{col 69}{space 4}-.3448149{col 82}{space 3} .1167817
{txt}{space 14}_Icensus_di_2 {c |}{col 29}{res}{space 2}-.1062832{col 41}{space 2} .2264933{col 52}{space 1}   -0.47{col 61}{space 3}0.639{col 69}{space 4}-.5533476{col 82}{space 3} .3407812
{txt}{space 14}_Icensus_di_3 {c |}{col 29}{res}{space 2}-.1439284{col 41}{space 2} .1978154{col 52}{space 1}   -0.73{col 61}{space 3}0.468{col 69}{space 4}-.5343868{col 82}{space 3} .2465301
{txt}{space 14}_Icensus_di_4 {c |}{col 29}{res}{space 2}-.0844528{col 41}{space 2} .2974327{col 52}{space 1}   -0.28{col 61}{space 3}0.777{col 69}{space 4} -.671541{col 82}{space 3} .5026355
{txt}{space 14}_Icensus_di_5 {c |}{col 29}{res}{space 2}-.1233317{col 41}{space 2} .2032976{col 52}{space 1}   -0.61{col 61}{space 3}0.545{col 69}{space 4}-.5246111{col 82}{space 3} .2779476
{txt}{space 14}_Icensus_di_6 {c |}{col 29}{res}{space 2} .0149141{col 41}{space 2} .3239404{col 52}{space 1}    0.05{col 61}{space 3}0.963{col 69}{space 4}-.6244963{col 82}{space 3} .6543246
{txt}{space 14}_Icensus_di_7 {c |}{col 29}{res}{space 2}-.0411197{col 41}{space 2} .2055162{col 52}{space 1}   -0.20{col 61}{space 3}0.842{col 69}{space 4}-.4467783{col 82}{space 3} .3645389
{txt}{space 14}_Icensus_di_8 {c |}{col 29}{res}{space 2}-.1935696{col 41}{space 2} .2269634{col 52}{space 1}   -0.85{col 61}{space 3}0.395{col 69}{space 4}-.6415618{col 82}{space 3} .2544226
{txt}{space 14}_Icensus_di_9 {c |}{col 29}{res}{space 2}-.2640674{col 41}{space 2} .1874138{col 52}{space 1}   -1.41{col 61}{space 3}0.161{col 69}{space 4}-.6339946{col 82}{space 3} .1058598
{txt}{space 22}_cons {c |}{col 29}{res}{space 2} 6.001864{col 41}{space 2} .2661922{col 52}{space 1}   22.55{col 61}{space 3}0.000{col 69}{space 4}  5.47644{col 82}{space 3} 6.527288
{txt}{hline 28}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est7{txt} stored)

{com}. 
. esttab using "TableA23.tex", label keep(ladder_avpersarea ladder_personal age age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease) ///
>         order(ladder_avpersarea ladder_personal age age male college_grad race_others black hispanic asian under50k incomechange_last3_decrease) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *census*")
{res}{txt}(note: file TableA23.tex not found)
(output written to {browse  `"TableA23.tex"'})

{com}. 
. ****************************************
. ****    Table A7, A8 and A21-A26    ****
. ****************************************
. 
. use "KimPelc_IO_Election.dta", clear
{txt}
{com}. 
. * Table A7: Summary Statistics: County-Level and CZ-Level Data
. 
. eststo clear
{txt}
{com}. estpost summarize depvar hub_taa10 nhub_taa10 d_imp_usch_pd_0008 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic 

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{space 0}{hline 13}{c   +}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}{hline 11}
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{space 0}{space 0}{ralign 12:d_imp_u~0008}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3107}}}{space 1}{space 1}{ralign 9:{res:{sf:     3107}}}{space 1}{space 1}{ralign 9:{res:{sf: .9942053}}}{space 1}{space 1}{ralign 9:{res:{sf: .6593555}}}{space 1}{space 1}{ralign 9:{res:{sf: .8120071}}}{space 1}{space 1}{ralign 9:{res:{sf: -.591566}}}{space 1}{space 1}{ralign 9:{res:{sf: 7.241533}}}{space 1}{space 1}{ralign 9:{res:{sf: 3088.996}}}{space 1}
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{space 0}{space 0}{ralign 12:l_sh_pop_e~c}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3107}}}{space 1}{space 1}{ralign 9:{res:{sf:     3107}}}{space 1}{space 1}{ralign 9:{res:{sf: .4263186}}}{space 1}{space 1}{ralign 9:{res:{sf: .0125681}}}{space 1}{space 1}{ralign 9:{res:{sf: .1121076}}}{space 1}{space 1}{ralign 9:{res:{sf: .1690778}}}{space 1}{space 1}{ralign 9:{res:{sf: .8539128}}}{space 1}{space 1}{ralign 9:{res:{sf: 1324.572}}}{space 1}
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{space 0}{space 0}{ralign 12:l_sh_po~4049}{space 1}{c |}{space 1}{ralign 9:{res:{sf:     3107}}}{space 1}{space 1}{ralign 9:{res:{sf:     3107}}}{space 1}{space 1}{ralign 9:{res:{sf: .1500462}}}{space 1}{space 1}{ralign 9:{res:{sf: .0002179}}}{space 1}{space 1}{ralign 9:{res:{sf: .0147605}}}{space 1}{space 1}{ralign 9:{res:{sf: .0641715}}}{space 1}{space 1}{ralign 9:{res:{sf: .2835821}}}{space 1}{space 1}{ralign 9:{res:{sf: 466.1935}}}{space 1}
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{com}. esttab using "TableA7.tex", cells("count mean(fmt(2)) sd(fmt(2)) min(fmt(2)) max(fmt(2))") nomtitle label replace b(3)
{res}{txt}(note: file TableA7.tex not found)
(output written to {browse  `"TableA7.tex"'})

{com}. 
. * Table A8: Correlation Table
. 
. eststo clear
{txt}
{com}. estpost correlate depvar hub_taa10 nhub_taa10 d_imp_usch_pd_0008 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic , matrix listwise 

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{space 0}{space 0}{ralign 12:l_sh_pop_h~c}{space 1}{c |}{space 1}{ralign 9:{res:{sf:  .161291}}}{space 1}{space 1}{ralign 9:{res:{sf:  .161291}}}{space 1}{space 1}{ralign 9:{res:{sf: 1.48e-19}}}{space 1}{space 1}{ralign 9:{res:{sf:     3107}}}{space 1}
{space 0}{res:{lalign 13:l_sh_pop_h~c}}{c |}{space 11}{space 11}{space 11}{space 11}
{space 0}{space 0}{ralign 12:l_sh_pop_h~c}{space 1}{c |}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:        1}}}{space 1}{space 1}{ralign 9:{res:{sf:{space 9}}}}{space 1}{space 1}{ralign 9:{res:{sf:     3107}}}{space 1}

{com}. esttab using "TableA8.tex", replace unstack not noobs compress cells(rho(fmt(2))) label 
{res}{txt}(note: file TableA8.tex not found)
(output written to {browse  `"TableA8.tex"'})

{com}. 
. * Table A24: Trade Shock to Industrial Hubs and Support for the Republican Party: Full results
. 
. eststo clear 
{txt}
{com}. 
. eststo: reg depvar hub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(27, 721)        =  {res}   153.81
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7773
                                                {txt}Root MSE          =    {res} 4.7149

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa10 {c |}{col 19}{res}{space 2} .0483994{col 31}{space 2} .0221187{col 42}{space 1}    2.19{col 51}{space 3}0.029{col 59}{space 4} .0049747{col 72}{space 3}  .091824
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-12.47434{col 31}{space 2} 3.829756{col 42}{space 1}   -3.26{col 51}{space 3}0.001{col 59}{space 4}-19.99315{col 72}{space 3}-4.955538
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2}  .002588{col 31}{space 2}   .00158{col 42}{space 1}    1.64{col 51}{space 3}0.102{col 59}{space 4} -.000514{col 72}{space 3}   .00569
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.127197{col 31}{space 2} .9082285{col 42}{space 1}   -3.44{col 51}{space 3}0.001{col 59}{space 4}-4.910286{col 72}{space 3}-1.344109
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2}-.0597654{col 31}{space 2} 1.557261{col 42}{space 1}   -0.04{col 51}{space 3}0.969{col 59}{space 4}-3.117074{col 72}{space 3} 2.997543
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.3823019{col 31}{space 2} 1.358097{col 42}{space 1}   -0.28{col 51}{space 3}0.778{col 59}{space 4}  -3.0486{col 72}{space 3} 2.283996
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.477022{col 31}{space 2}  1.20864{col 42}{space 1}    2.05{col 51}{space 3}0.041{col 59}{space 4} .1041477{col 72}{space 3} 4.849896
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-2.109449{col 31}{space 2} 1.220201{col 42}{space 1}   -1.73{col 51}{space 3}0.084{col 59}{space 4}-4.505019{col 72}{space 3} .2861219
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.325923{col 31}{space 2} 1.497001{col 42}{space 1}    1.55{col 51}{space 3}0.121{col 59}{space 4}-.6130787{col 72}{space 3} 5.264925
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.320966{col 31}{space 2} 1.399653{col 42}{space 1}    0.94{col 51}{space 3}0.346{col 59}{space 4}-1.426917{col 72}{space 3} 4.068849
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .6758769{col 31}{space 2} 1.406182{col 42}{space 1}    0.48{col 51}{space 3}0.631{col 59}{space 4}-2.084824{col 72}{space 3} 3.436577
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.883259{col 31}{space 2} 1.295734{col 42}{space 1}   -1.45{col 51}{space 3}0.147{col 59}{space 4}-4.427122{col 72}{space 3} .6606032
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 2.231429{col 31}{space 2} 15.84684{col 42}{space 1}    0.14{col 51}{space 3}0.888{col 59}{space 4}-28.88004{col 72}{space 3}  33.3429
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.26322{col 31}{space 2} 2.823888{col 42}{space 1}  -18.86{col 51}{space 3}0.000{col 59}{space 4}-58.80724{col 72}{space 3}-47.71919
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.952945{col 31}{space 2} 4.895833{col 42}{space 1}    1.83{col 51}{space 3}0.068{col 59}{space 4}-.6588469{col 72}{space 3} 18.56474
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 67.32276{col 31}{space 2} 40.14864{col 42}{space 1}    1.68{col 51}{space 3}0.094{col 59}{space 4}-11.49945{col 72}{space 3}  146.145
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 6.391217{col 31}{space 2} 19.07114{col 42}{space 1}    0.34{col 51}{space 3}0.738{col 59}{space 4}-31.05037{col 72}{space 3} 43.83281
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 116.7058{col 31}{space 2} 39.32862{col 42}{space 1}    2.97{col 51}{space 3}0.003{col 59}{space 4} 39.49348{col 72}{space 3} 193.9181
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-72.94072{col 31}{space 2} 37.81662{col 42}{space 1}   -1.93{col 51}{space 3}0.054{col 59}{space 4}-147.1846{col 72}{space 3} 1.303119
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 148.2448{col 31}{space 2} 42.16266{col 42}{space 1}    3.52{col 51}{space 3}0.000{col 59}{space 4} 65.46854{col 72}{space 3}  231.021
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 56.45458{col 31}{space 2} 50.05494{col 42}{space 1}    1.13{col 51}{space 3}0.260{col 59}{space 4}-41.81627{col 72}{space 3} 154.7254
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 52.51733{col 31}{space 2}  52.9692{col 42}{space 1}    0.99{col 51}{space 3}0.322{col 59}{space 4}-51.47497{col 72}{space 3} 156.5096
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 50.91018{col 31}{space 2} 42.53459{col 42}{space 1}    1.20{col 51}{space 3}0.232{col 59}{space 4}-32.59627{col 72}{space 3} 134.4166
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-5.176794{col 31}{space 2}  5.69337{col 42}{space 1}   -0.91{col 51}{space 3}0.364{col 59}{space 4}-16.35436{col 72}{space 3} 6.000769
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.20468{col 31}{space 2} 6.164693{col 42}{space 1}   -4.25{col 51}{space 3}0.000{col 59}{space 4}-38.30757{col 72}{space 3}-14.10178
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.57614{col 31}{space 2} 12.55835{col 42}{space 1}   -0.92{col 51}{space 3}0.357{col 59}{space 4}-36.23145{col 72}{space 3} 13.07916
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.88358{col 31}{space 2} 3.355271{col 42}{space 1}   -8.91{col 51}{space 3}0.000{col 59}{space 4}-36.47085{col 72}{space 3}-23.29631
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-13.16075{col 31}{space 2} 24.71088{col 42}{space 1}   -0.53{col 51}{space 3}0.594{col 59}{space 4}-61.67462{col 72}{space 3} 35.35312
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: reg depvar hub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   170.11
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8137
                                                {txt}Root MSE          =    {res} 4.3137

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa10 {c |}{col 19}{res}{space 2} .0384719{col 31}{space 2} .0183232{col 42}{space 1}    2.10{col 51}{space 3}0.036{col 59}{space 4} .0024987{col 72}{space 3}  .074445
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-7.752787{col 31}{space 2} 3.055921{col 42}{space 1}   -2.54{col 51}{space 3}0.011{col 59}{space 4}-13.75235{col 72}{space 3}-1.753222
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2}  .003693{col 31}{space 2} .0015972{col 42}{space 1}    2.31{col 51}{space 3}0.021{col 59}{space 4} .0005572{col 72}{space 3} .0068288
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.087985{col 31}{space 2} .7635233{col 42}{space 1}   -5.35{col 51}{space 3}0.000{col 59}{space 4}-5.586979{col 72}{space 3}-2.588991
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1577901{col 31}{space 2} .0897056{col 42}{space 1}   -1.76{col 51}{space 3}0.079{col 59}{space 4}-.3339054{col 72}{space 3} .0183252
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1210975{col 31}{space 2} .0870376{col 42}{space 1}   -1.39{col 51}{space 3}0.165{col 59}{space 4}-.2919749{col 72}{space 3} .0497799
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.119303{col 31}{space 2} 1.663528{col 42}{space 1}    1.27{col 51}{space 3}0.203{col 59}{space 4}-1.146634{col 72}{space 3} 5.385241
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}  1.12741{col 31}{space 2} 1.495724{col 42}{space 1}    0.75{col 51}{space 3}0.451{col 59}{space 4}-1.809085{col 72}{space 3} 4.063904
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.874566{col 31}{space 2} 1.498945{col 42}{space 1}    2.58{col 51}{space 3}0.010{col 59}{space 4} .9317486{col 72}{space 3} 6.817384
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 2.833758{col 31}{space 2} 1.420743{col 42}{space 1}    1.99{col 51}{space 3}0.046{col 59}{space 4} .0444706{col 72}{space 3} 5.623045
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.764164{col 31}{space 2} 1.706372{col 42}{space 1}    3.96{col 51}{space 3}0.000{col 59}{space 4} 3.414113{col 72}{space 3} 10.11422
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 5.803903{col 31}{space 2} 1.520556{col 42}{space 1}    3.82{col 51}{space 3}0.000{col 59}{space 4} 2.818656{col 72}{space 3}  8.78915
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.316043{col 31}{space 2} 1.625627{col 42}{space 1}    2.04{col 51}{space 3}0.042{col 59}{space 4}  .124514{col 72}{space 3} 6.507571
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .5213301{col 31}{space 2} 1.583167{col 42}{space 1}    0.33{col 51}{space 3}0.742{col 59}{space 4}-2.586839{col 72}{space 3} 3.629499
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-46.16989{col 31}{space 2} 15.15699{col 42}{space 1}   -3.05{col 51}{space 3}0.002{col 59}{space 4}-75.92699{col 72}{space 3}-16.41278
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-44.86161{col 31}{space 2} 2.948119{col 42}{space 1}  -15.22{col 51}{space 3}0.000{col 59}{space 4}-50.64954{col 72}{space 3}-39.07369
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 4.123149{col 31}{space 2} 4.345794{col 42}{space 1}    0.95{col 51}{space 3}0.343{col 59}{space 4}-4.408772{col 72}{space 3} 12.65507
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 4.784596{col 31}{space 2} 38.15629{col 42}{space 1}    0.13{col 51}{space 3}0.900{col 59}{space 4}-70.12611{col 72}{space 3}  79.6953
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-73.67188{col 31}{space 2} 20.67526{col 42}{space 1}   -3.56{col 51}{space 3}0.000{col 59}{space 4}-114.2628{col 72}{space 3}-33.08097
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 16.17838{col 31}{space 2} 40.14836{col 42}{space 1}    0.40{col 51}{space 3}0.687{col 59}{space 4}-62.64328{col 72}{space 3} 95.00005
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-128.7028{col 31}{space 2} 37.06695{col 42}{space 1}   -3.47{col 51}{space 3}0.001{col 59}{space 4}-201.4749{col 72}{space 3}-55.93075
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 15.25046{col 31}{space 2} 39.29219{col 42}{space 1}    0.39{col 51}{space 3}0.698{col 59}{space 4}-61.89031{col 72}{space 3} 92.39124
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 74.23141{col 31}{space 2} 46.39362{col 42}{space 1}    1.60{col 51}{space 3}0.110{col 59}{space 4}-16.85131{col 72}{space 3} 165.3141
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-70.17173{col 31}{space 2} 45.37934{col 42}{space 1}   -1.55{col 51}{space 3}0.122{col 59}{space 4}-159.2631{col 72}{space 3}  18.9197
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} -18.6644{col 31}{space 2} 41.27359{col 42}{space 1}   -0.45{col 51}{space 3}0.651{col 59}{space 4}-99.69517{col 72}{space 3} 62.36637
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 4.430982{col 31}{space 2} 6.939191{col 42}{space 1}    0.64{col 51}{space 3}0.523{col 59}{space 4}-9.192451{col 72}{space 3} 18.05442
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.53081{col 31}{space 2} 7.021547{col 42}{space 1}   -4.21{col 51}{space 3}0.000{col 59}{space 4}-43.31593{col 72}{space 3}-15.74569
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2} -6.90374{col 31}{space 2} 12.34911{col 42}{space 1}   -0.56{col 51}{space 3}0.576{col 59}{space 4}-31.14826{col 72}{space 3} 17.34078
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.49248{col 31}{space 2} 4.034334{col 42}{space 1}   -7.81{col 51}{space 3}0.000{col 59}{space 4}-39.41293{col 72}{space 3}-23.57204
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 73.42654{col 31}{space 2} 24.88907{col 42}{space 1}    2.95{col 51}{space 3}0.003{col 59}{space 4} 24.56283{col 72}{space 3} 122.2902
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: reg depvar nhub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(27, 721)        =  {res}   152.44
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7763
                                                {txt}Root MSE          =    {res} 4.7257

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}nhub_taa10 {c |}{col 19}{res}{space 2}-.0145028{col 31}{space 2} .0086624{col 42}{space 1}   -1.67{col 51}{space 3}0.095{col 59}{space 4}-.0315094{col 72}{space 3} .0025037
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-7.941076{col 31}{space 2} 3.695512{col 42}{space 1}   -2.15{col 51}{space 3}0.032{col 59}{space 4}-15.19633{col 72}{space 3}-.6858257
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0024904{col 31}{space 2} .0016012{col 42}{space 1}    1.56{col 51}{space 3}0.120{col 59}{space 4}-.0006533{col 72}{space 3}  .005634
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.190401{col 31}{space 2} .9283954{col 42}{space 1}   -3.44{col 51}{space 3}0.001{col 59}{space 4}-5.013083{col 72}{space 3} -1.36772
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} .0694857{col 31}{space 2} 1.556979{col 42}{space 1}    0.04{col 51}{space 3}0.964{col 59}{space 4}-2.987269{col 72}{space 3} 3.126241
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} -.272023{col 31}{space 2} 1.397538{col 42}{space 1}   -0.19{col 51}{space 3}0.846{col 59}{space 4}-3.015753{col 72}{space 3} 2.471707
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2}  2.61996{col 31}{space 2} 1.207359{col 42}{space 1}    2.17{col 51}{space 3}0.030{col 59}{space 4} .2496003{col 72}{space 3} 4.990319
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-1.986309{col 31}{space 2} 1.205167{col 42}{space 1}   -1.65{col 51}{space 3}0.100{col 59}{space 4}-4.352364{col 72}{space 3} .3797467
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.342391{col 31}{space 2} 1.493554{col 42}{space 1}    1.57{col 51}{space 3}0.117{col 59}{space 4}-.5898424{col 72}{space 3} 5.274625
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.482619{col 31}{space 2} 1.376008{col 42}{space 1}    1.08{col 51}{space 3}0.282{col 59}{space 4}-1.218842{col 72}{space 3}  4.18408
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .9147344{col 31}{space 2} 1.377874{col 42}{space 1}    0.66{col 51}{space 3}0.507{col 59}{space 4}-1.790389{col 72}{space 3} 3.619858
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.716663{col 31}{space 2} 1.275252{col 42}{space 1}   -1.35{col 51}{space 3}0.179{col 59}{space 4}-4.220313{col 72}{space 3} .7869869
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 3.736545{col 31}{space 2} 16.22437{col 42}{space 1}    0.23{col 51}{space 3}0.818{col 59}{space 4}-28.11611{col 72}{space 3}  35.5892
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.75409{col 31}{space 2} 2.827614{col 42}{space 1}  -19.01{col 51}{space 3}0.000{col 59}{space 4}-59.30543{col 72}{space 3}-48.20275
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.804325{col 31}{space 2}  4.90749{col 42}{space 1}    1.79{col 51}{space 3}0.073{col 59}{space 4}-.8303525{col 72}{space 3}   18.439
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}  59.0876{col 31}{space 2} 39.82966{col 42}{space 1}    1.48{col 51}{space 3}0.138{col 59}{space 4}-19.10837{col 72}{space 3} 137.2836
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}  6.57079{col 31}{space 2} 19.13836{col 42}{space 1}    0.34{col 51}{space 3}0.731{col 59}{space 4}-31.00277{col 72}{space 3} 44.14435
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 110.8828{col 31}{space 2}  38.9839{col 42}{space 1}    2.84{col 51}{space 3}0.005{col 59}{space 4} 34.34733{col 72}{space 3} 187.4183
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-70.14193{col 31}{space 2} 37.85767{col 42}{space 1}   -1.85{col 51}{space 3}0.064{col 59}{space 4}-144.4664{col 72}{space 3} 4.182504
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 148.7428{col 31}{space 2} 42.27129{col 42}{space 1}    3.52{col 51}{space 3}0.000{col 59}{space 4} 65.75324{col 72}{space 3} 231.7323
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 52.56962{col 31}{space 2} 52.22346{col 42}{space 1}    1.01{col 51}{space 3}0.314{col 59}{space 4} -49.9586{col 72}{space 3} 155.0978
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 50.55763{col 31}{space 2} 55.12838{col 42}{space 1}    0.92{col 51}{space 3}0.359{col 59}{space 4}-57.67369{col 72}{space 3} 158.7889
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 46.18944{col 31}{space 2} 45.46964{col 42}{space 1}    1.02{col 51}{space 3}0.310{col 59}{space 4}-43.07927{col 72}{space 3} 135.4582
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-4.907837{col 31}{space 2} 5.618903{col 42}{space 1}   -0.87{col 51}{space 3}0.383{col 59}{space 4} -15.9392{col 72}{space 3} 6.123527
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.12865{col 31}{space 2} 6.076851{col 42}{space 1}   -4.30{col 51}{space 3}0.000{col 59}{space 4}-38.05908{col 72}{space 3}-14.19821
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2} -11.7062{col 31}{space 2} 12.56005{col 42}{space 1}   -0.93{col 51}{space 3}0.352{col 59}{space 4}-36.36484{col 72}{space 3} 12.95243
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.79405{col 31}{space 2}  3.36372{col 42}{space 1}   -8.86{col 51}{space 3}0.000{col 59}{space 4}-36.39791{col 72}{space 3} -23.1902
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-11.80326{col 31}{space 2} 24.78275{col 42}{space 1}   -0.48{col 51}{space 3}0.634{col 59}{space 4}-60.45822{col 72}{space 3} 36.85171
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: reg depvar nhub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   173.72
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8142
                                                {txt}Root MSE          =    {res} 4.3075

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}nhub_taa10 {c |}{col 19}{res}{space 2}-.0244352{col 31}{space 2} .0079883{col 42}{space 1}   -3.06{col 51}{space 3}0.002{col 59}{space 4}-.0401184{col 72}{space 3} -.008752
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-1.647352{col 31}{space 2} 3.074599{col 42}{space 1}   -0.54{col 51}{space 3}0.592{col 59}{space 4}-7.683588{col 72}{space 3} 4.388884
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0036484{col 31}{space 2} .0015943{col 42}{space 1}    2.29{col 51}{space 3}0.022{col 59}{space 4} .0005185{col 72}{space 3} .0067784
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.228344{col 31}{space 2} .7658263{col 42}{space 1}   -5.52{col 51}{space 3}0.000{col 59}{space 4}-5.731859{col 72}{space 3}-2.724828
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1692316{col 31}{space 2} .0902777{col 42}{space 1}   -1.87{col 51}{space 3}0.061{col 59}{space 4}-.3464703{col 72}{space 3}  .008007
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2} -.115852{col 31}{space 2} .0870456{col 42}{space 1}   -1.33{col 51}{space 3}0.184{col 59}{space 4}-.2867451{col 72}{space 3} .0550412
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.326475{col 31}{space 2} 1.649566{col 42}{space 1}    1.41{col 51}{space 3}0.159{col 59}{space 4}-.9120522{col 72}{space 3} 5.565002
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.233901{col 31}{space 2} 1.518482{col 42}{space 1}    0.81{col 51}{space 3}0.417{col 59}{space 4}-1.747274{col 72}{space 3} 4.215077
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.988539{col 31}{space 2} 1.489157{col 42}{space 1}    2.68{col 51}{space 3}0.008{col 59}{space 4} 1.064937{col 72}{space 3}  6.91214
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 3.071226{col 31}{space 2} 1.396617{col 42}{space 1}    2.20{col 51}{space 3}0.028{col 59}{space 4} .3293046{col 72}{space 3} 5.813148
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.865202{col 31}{space 2} 1.701851{col 42}{space 1}    4.03{col 51}{space 3}0.000{col 59}{space 4} 3.524026{col 72}{space 3} 10.20638
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 6.025568{col 31}{space 2}  1.49961{col 42}{space 1}    4.02{col 51}{space 3}0.000{col 59}{space 4} 3.081444{col 72}{space 3} 8.969692
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.649371{col 31}{space 2} 1.604717{col 42}{space 1}    2.27{col 51}{space 3}0.023{col 59}{space 4} .4988955{col 72}{space 3} 6.799847
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .8358984{col 31}{space 2} 1.558845{col 42}{space 1}    0.54{col 51}{space 3}0.592{col 59}{space 4} -2.22452{col 72}{space 3} 3.896317
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-43.60664{col 31}{space 2}  15.3381{col 42}{space 1}   -2.84{col 51}{space 3}0.005{col 59}{space 4} -73.7193{col 72}{space 3}-13.49398
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-45.37983{col 31}{space 2} 2.935794{col 42}{space 1}  -15.46{col 51}{space 3}0.000{col 59}{space 4}-51.14356{col 72}{space 3}-39.61611
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 3.770188{col 31}{space 2} 4.342933{col 42}{space 1}    0.87{col 51}{space 3}0.386{col 59}{space 4}-4.756116{col 72}{space 3} 12.29649
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}-5.599067{col 31}{space 2} 37.74572{col 42}{space 1}   -0.15{col 51}{space 3}0.882{col 59}{space 4}-79.70371{col 72}{space 3} 68.50558
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-73.99799{col 31}{space 2} 20.66684{col 42}{space 1}   -3.58{col 51}{space 3}0.000{col 59}{space 4}-114.5724{col 72}{space 3}-33.42361
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 9.058092{col 31}{space 2} 39.75277{col 42}{space 1}    0.23{col 51}{space 3}0.820{col 59}{space 4}-68.98691{col 72}{space 3}  87.1031
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-125.4067{col 31}{space 2} 37.05829{col 42}{space 1}   -3.38{col 51}{space 3}0.001{col 59}{space 4}-198.1618{col 72}{space 3}-52.65167
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 14.24301{col 31}{space 2} 39.23402{col 42}{space 1}    0.36{col 51}{space 3}0.717{col 59}{space 4}-62.78355{col 72}{space 3} 91.26958
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 71.94098{col 31}{space 2} 48.23074{col 42}{space 1}    1.49{col 51}{space 3}0.136{col 59}{space 4}-22.74849{col 72}{space 3} 166.6304
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-75.77468{col 31}{space 2} 46.80951{col 42}{space 1}   -1.62{col 51}{space 3}0.106{col 59}{space 4}-167.6739{col 72}{space 3} 16.12454
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-24.66498{col 31}{space 2}  43.6588{col 42}{space 1}   -0.56{col 51}{space 3}0.572{col 59}{space 4}-110.3785{col 72}{space 3} 61.04858
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 5.129109{col 31}{space 2} 6.762267{col 42}{space 1}    0.76{col 51}{space 3}0.448{col 59}{space 4}-8.146977{col 72}{space 3}  18.4052
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.33738{col 31}{space 2} 6.885385{col 42}{space 1}   -4.26{col 51}{space 3}0.000{col 59}{space 4}-42.85518{col 72}{space 3}-15.81958
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2} -7.22712{col 31}{space 2} 12.22692{col 42}{space 1}   -0.59{col 51}{space 3}0.555{col 59}{space 4}-31.23175{col 72}{space 3} 16.77751
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.32259{col 31}{space 2} 3.917329{col 42}{space 1}   -8.00{col 51}{space 3}0.000{col 59}{space 4}-39.01333{col 72}{space 3}-23.63186
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}  74.7343{col 31}{space 2} 24.92965{col 42}{space 1}    3.00{col 51}{space 3}0.003{col 59}{space 4} 25.79091{col 72}{space 3} 123.6777
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: reg depvar hub_taa10 nhub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(28, 721)        =  {res}   149.93
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7779
                                                {txt}Root MSE          =    {res} 4.7093

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa10 {c |}{col 19}{res}{space 2} .0491478{col 31}{space 2} .0225791{col 42}{space 1}    2.18{col 51}{space 3}0.030{col 59}{space 4} .0048191{col 72}{space 3} .0934765
{txt}{space 7}nhub_taa10 {c |}{col 19}{res}{space 2}-.0151332{col 31}{space 2} .0085793{col 42}{space 1}   -1.76{col 51}{space 3}0.078{col 59}{space 4}-.0319766{col 72}{space 3} .0017101
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-9.694561{col 31}{space 2} 3.780901{col 42}{space 1}   -2.56{col 51}{space 3}0.011{col 59}{space 4}-17.11745{col 72}{space 3}-2.271671
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0025834{col 31}{space 2} .0015692{col 42}{space 1}    1.65{col 51}{space 3}0.100{col 59}{space 4}-.0004973{col 72}{space 3} .0056641
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.216561{col 31}{space 2}  .911596{col 42}{space 1}   -3.53{col 51}{space 3}0.000{col 59}{space 4} -5.00626{col 72}{space 3}-1.426861
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2}-.0069183{col 31}{space 2} 1.551227{col 42}{space 1}   -0.00{col 51}{space 3}0.996{col 59}{space 4}-3.052379{col 72}{space 3} 3.038543
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.4019014{col 31}{space 2} 1.354229{col 42}{space 1}   -0.30{col 51}{space 3}0.767{col 59}{space 4}-3.060604{col 72}{space 3} 2.256801
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.440686{col 31}{space 2}  1.19971{col 42}{space 1}    2.03{col 51}{space 3}0.042{col 59}{space 4}  .085343{col 72}{space 3} 4.796029
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-2.080915{col 31}{space 2} 1.211339{col 42}{space 1}   -1.72{col 51}{space 3}0.086{col 59}{space 4}-4.459089{col 72}{space 3} .2972591
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2}  2.30126{col 31}{space 2}   1.4973{col 42}{space 1}    1.54{col 51}{space 3}0.125{col 59}{space 4}-.6383274{col 72}{space 3} 5.240848
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2}  1.34827{col 31}{space 2} 1.379729{col 42}{space 1}    0.98{col 51}{space 3}0.329{col 59}{space 4}-1.360496{col 72}{space 3} 4.057036
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .7923362{col 31}{space 2} 1.392706{col 42}{space 1}    0.57{col 51}{space 3}0.570{col 59}{space 4}-1.941908{col 72}{space 3}  3.52658
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} -1.73117{col 31}{space 2} 1.284607{col 42}{space 1}   -1.35{col 51}{space 3}0.178{col 59}{space 4}-4.253187{col 72}{space 3} .7908479
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 4.980545{col 31}{space 2} 16.04648{col 42}{space 1}    0.31{col 51}{space 3}0.756{col 59}{space 4}-26.52287{col 72}{space 3} 36.48396
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.75297{col 31}{space 2} 2.814753{col 42}{space 1}  -19.10{col 51}{space 3}0.000{col 59}{space 4}-59.27906{col 72}{space 3}-48.22688
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.827596{col 31}{space 2} 4.918983{col 42}{space 1}    1.79{col 51}{space 3}0.073{col 59}{space 4}-.8296435{col 72}{space 3} 18.48484
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}  64.9534{col 31}{space 2} 40.25234{col 42}{space 1}    1.61{col 51}{space 3}0.107{col 59}{space 4} -14.0724{col 72}{space 3} 143.9792
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 8.029564{col 31}{space 2} 19.05033{col 42}{space 1}    0.42{col 51}{space 3}0.674{col 59}{space 4}-29.37118{col 72}{space 3} 45.43031
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 116.7455{col 31}{space 2} 39.29733{col 42}{space 1}    2.97{col 51}{space 3}0.003{col 59}{space 4} 39.59464{col 72}{space 3} 193.8964
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-70.31688{col 31}{space 2} 37.77411{col 42}{space 1}   -1.86{col 51}{space 3}0.063{col 59}{space 4}-144.4773{col 72}{space 3} 3.843498
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 150.0468{col 31}{space 2} 42.22515{col 42}{space 1}    3.55{col 51}{space 3}0.000{col 59}{space 4} 67.14785{col 72}{space 3} 232.9457
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 57.94272{col 31}{space 2} 50.30128{col 42}{space 1}    1.15{col 51}{space 3}0.250{col 59}{space 4}-40.81175{col 72}{space 3} 156.6972
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 49.83163{col 31}{space 2} 53.65573{col 42}{space 1}    0.93{col 51}{space 3}0.353{col 59}{space 4} -55.5085{col 72}{space 3} 155.1718
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 51.04556{col 31}{space 2} 43.06481{col 42}{space 1}    1.19{col 51}{space 3}0.236{col 59}{space 4}-33.50186{col 72}{space 3}  135.593
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-4.726103{col 31}{space 2} 5.656874{col 42}{space 1}   -0.84{col 51}{space 3}0.404{col 59}{space 4}-15.83202{col 72}{space 3}  6.37981
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-25.90924{col 31}{space 2} 6.109819{col 42}{space 1}   -4.24{col 51}{space 3}0.000{col 59}{space 4} -37.9044{col 72}{space 3}-13.91408
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.90303{col 31}{space 2}  12.5677{col 42}{space 1}   -0.95{col 51}{space 3}0.344{col 59}{space 4}-36.57669{col 72}{space 3} 12.77063
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.74708{col 31}{space 2} 3.335308{col 42}{space 1}   -8.92{col 51}{space 3}0.000{col 59}{space 4}-36.29515{col 72}{space 3}  -23.199
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-15.21198{col 31}{space 2} 24.78723{col 42}{space 1}   -0.61{col 51}{space 3}0.540{col 59}{space 4}-63.87575{col 72}{space 3}  33.4518
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: reg depvar hub_taa10 nhub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(30, 721)        =  {res}   169.41
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8153
                                                {txt}Root MSE          =    {res}  4.296

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa10 {c |}{col 19}{res}{space 2} .0395465{col 31}{space 2} .0181169{col 42}{space 1}    2.18{col 51}{space 3}0.029{col 59}{space 4} .0039784{col 72}{space 3} .0751146
{txt}{space 7}nhub_taa10 {c |}{col 19}{res}{space 2}-.0248813{col 31}{space 2} .0079725{col 42}{space 1}   -3.12{col 51}{space 3}0.002{col 59}{space 4}-.0405333{col 72}{space 3}-.0092293
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-3.099276{col 31}{space 2} 3.123317{col 42}{space 1}   -0.99{col 51}{space 3}0.321{col 59}{space 4}-9.231157{col 72}{space 3} 3.032605
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0037168{col 31}{space 2} .0015728{col 42}{space 1}    2.36{col 51}{space 3}0.018{col 59}{space 4}  .000629{col 72}{space 3} .0068046
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.241363{col 31}{space 2} .7579208{col 42}{space 1}   -5.60{col 51}{space 3}0.000{col 59}{space 4}-5.729358{col 72}{space 3}-2.753367
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1690111{col 31}{space 2} .0895585{col 42}{space 1}   -1.89{col 51}{space 3}0.060{col 59}{space 4}-.3448377{col 72}{space 3} .0068155
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2} -.114094{col 31}{space 2} .0869448{col 42}{space 1}   -1.31{col 51}{space 3}0.190{col 59}{space 4}-.2847892{col 72}{space 3} .0566012
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.250596{col 31}{space 2} 1.645393{col 42}{space 1}    1.37{col 51}{space 3}0.172{col 59}{space 4}-.9797378{col 72}{space 3}  5.48093
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.119044{col 31}{space 2} 1.483747{col 42}{space 1}    0.75{col 51}{space 3}0.451{col 59}{space 4}-1.793936{col 72}{space 3} 4.032025
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.834626{col 31}{space 2} 1.479264{col 42}{space 1}    2.59{col 51}{space 3}0.010{col 59}{space 4} .9304458{col 72}{space 3} 6.738806
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 2.960572{col 31}{space 2} 1.398895{col 42}{space 1}    2.12{col 51}{space 3}0.035{col 59}{space 4} .2141784{col 72}{space 3} 5.706966
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.801911{col 31}{space 2} 1.700639{col 42}{space 1}    4.00{col 51}{space 3}0.000{col 59}{space 4} 3.463115{col 72}{space 3} 10.14071
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 5.882241{col 31}{space 2} 1.495648{col 42}{space 1}    3.93{col 51}{space 3}0.000{col 59}{space 4} 2.945896{col 72}{space 3} 8.818586
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.530091{col 31}{space 2} 1.612894{col 42}{space 1}    2.19{col 51}{space 3}0.029{col 59}{space 4} .3635616{col 72}{space 3}  6.69662
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .8064477{col 31}{space 2} 1.565417{col 42}{space 1}    0.52{col 51}{space 3}0.607{col 59}{space 4}-2.266872{col 72}{space 3} 3.879767
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-42.26282{col 31}{space 2}  15.1872{col 42}{space 1}   -2.78{col 51}{space 3}0.006{col 59}{space 4}-72.07924{col 72}{space 3} -12.4464
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2} -45.4249{col 31}{space 2} 2.907943{col 42}{space 1}  -15.62{col 51}{space 3}0.000{col 59}{space 4}-51.13394{col 72}{space 3}-39.71585
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 3.821338{col 31}{space 2} 4.361624{col 42}{space 1}    0.88{col 51}{space 3}0.381{col 59}{space 4}-4.741661{col 72}{space 3} 12.38434
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}-.4767967{col 31}{space 2} 37.97667{col 42}{space 1}   -0.01{col 51}{space 3}0.990{col 59}{space 4}-75.03486{col 72}{space 3} 74.08127
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-72.27329{col 31}{space 2} 20.49658{col 42}{space 1}   -3.53{col 51}{space 3}0.000{col 59}{space 4}-112.5134{col 72}{space 3}-32.03319
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 14.45298{col 31}{space 2} 39.86195{col 42}{space 1}    0.36{col 51}{space 3}0.717{col 59}{space 4}-63.80638{col 72}{space 3} 92.71233
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-125.1542{col 31}{space 2} 36.95667{col 42}{space 1}   -3.39{col 51}{space 3}0.001{col 59}{space 4}-197.7097{col 72}{space 3}-52.59865
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 16.22966{col 31}{space 2}   39.347{col 42}{space 1}    0.41{col 51}{space 3}0.680{col 59}{space 4}-61.01871{col 72}{space 3} 93.47803
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 76.03196{col 31}{space 2} 46.56555{col 42}{space 1}    1.63{col 51}{space 3}0.103{col 59}{space 4} -15.3883{col 72}{space 3} 167.4522
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-75.36734{col 31}{space 2} 45.77309{col 42}{space 1}   -1.65{col 51}{space 3}0.100{col 59}{space 4}-165.2318{col 72}{space 3} 14.49713
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-20.35912{col 31}{space 2} 41.58674{col 42}{space 1}   -0.49{col 51}{space 3}0.625{col 59}{space 4}-102.0047{col 72}{space 3} 61.28644
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 5.192434{col 31}{space 2}  6.76585{col 42}{space 1}    0.77{col 51}{space 3}0.443{col 59}{space 4}-8.090686{col 72}{space 3} 18.47555
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.14362{col 31}{space 2} 6.887011{col 42}{space 1}   -4.23{col 51}{space 3}0.000{col 59}{space 4}-42.66461{col 72}{space 3}-15.62263
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-7.422346{col 31}{space 2} 12.26399{col 42}{space 1}   -0.61{col 51}{space 3}0.545{col 59}{space 4}-31.49974{col 72}{space 3} 16.65505
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2} -31.2719{col 31}{space 2} 3.889194{col 42}{space 1}   -8.04{col 51}{space 3}0.000{col 59}{space 4} -38.9074{col 72}{space 3}-23.63641
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 71.39303{col 31}{space 2} 24.82586{col 42}{space 1}    2.88{col 51}{space 3}0.004{col 59}{space 4} 22.65342{col 72}{space 3} 120.1327
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA24.tex", label keep(hub_taa10 nhub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic ) order(hub_taa10 nhub_taa10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *reg_midatl*")
{res}{txt}(note: file TableA24.tex not found)
(output written to {browse  `"TableA24.tex"'})

{com}. 
. * Table A25: Trade Shock to Industrial Hubs and Support for the Republican Party: 95th Percentile
. 
. eststo clear 
{txt}
{com}. 
. eststo: reg depvar hub_taa5 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(27, 721)        =  {res}   153.99
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7773
                                                {txt}Root MSE          =    {res} 4.7147

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa5 {c |}{col 19}{res}{space 2} .0487829{col 31}{space 2} .0223253{col 42}{space 1}    2.19{col 51}{space 3}0.029{col 59}{space 4} .0049526{col 72}{space 3} .0926132
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-12.53598{col 31}{space 2} 3.843619{col 42}{space 1}   -3.26{col 51}{space 3}0.001{col 59}{space 4}  -20.082{col 72}{space 3} -4.98996
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0026204{col 31}{space 2} .0015784{col 42}{space 1}    1.66{col 51}{space 3}0.097{col 59}{space 4}-.0004784{col 72}{space 3} .0057192
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.128927{col 31}{space 2} .9098765{col 42}{space 1}   -3.44{col 51}{space 3}0.001{col 59}{space 4}-4.915251{col 72}{space 3}-1.342604
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2}-.0590957{col 31}{space 2} 1.553818{col 42}{space 1}   -0.04{col 51}{space 3}0.970{col 59}{space 4}-3.109644{col 72}{space 3} 2.991453
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.3859334{col 31}{space 2} 1.354908{col 42}{space 1}   -0.28{col 51}{space 3}0.776{col 59}{space 4}-3.045969{col 72}{space 3} 2.274102
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.468252{col 31}{space 2} 1.206281{col 42}{space 1}    2.05{col 51}{space 3}0.041{col 59}{space 4} .1000094{col 72}{space 3} 4.836495
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-2.101159{col 31}{space 2} 1.217461{col 42}{space 1}   -1.73{col 51}{space 3}0.085{col 59}{space 4}-4.491351{col 72}{space 3} .2890325
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.334394{col 31}{space 2} 1.494954{col 42}{space 1}    1.56{col 51}{space 3}0.119{col 59}{space 4}-.6005876{col 72}{space 3} 5.269376
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.362481{col 31}{space 2} 1.401636{col 42}{space 1}    0.97{col 51}{space 3}0.331{col 59}{space 4}-1.389295{col 72}{space 3} 4.114256
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2}  .663505{col 31}{space 2} 1.405024{col 42}{space 1}    0.47{col 51}{space 3}0.637{col 59}{space 4}-2.094922{col 72}{space 3} 3.421932
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.886853{col 31}{space 2} 1.293177{col 42}{space 1}   -1.46{col 51}{space 3}0.145{col 59}{space 4}-4.425697{col 72}{space 3} .6519896
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 2.259336{col 31}{space 2}  15.8245{col 42}{space 1}    0.14{col 51}{space 3}0.887{col 59}{space 4}-28.80827{col 72}{space 3} 33.32694
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.27311{col 31}{space 2} 2.824257{col 42}{space 1}  -18.86{col 51}{space 3}0.000{col 59}{space 4}-58.81786{col 72}{space 3}-47.72836
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.968861{col 31}{space 2} 4.886507{col 42}{space 1}    1.84{col 51}{space 3}0.067{col 59}{space 4}-.6246203{col 72}{space 3} 18.56234
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 67.12806{col 31}{space 2} 40.05442{col 42}{space 1}    1.68{col 51}{space 3}0.094{col 59}{space 4}-11.50916{col 72}{space 3} 145.7653
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 6.511142{col 31}{space 2}  19.0542{col 42}{space 1}    0.34{col 51}{space 3}0.733{col 59}{space 4}-30.89721{col 72}{space 3} 43.91949
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 116.0607{col 31}{space 2} 39.22646{col 42}{space 1}    2.96{col 51}{space 3}0.003{col 59}{space 4} 39.04894{col 72}{space 3} 193.0724
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-72.32222{col 31}{space 2} 37.74627{col 42}{space 1}   -1.92{col 51}{space 3}0.056{col 59}{space 4}-146.4279{col 72}{space 3} 1.783506
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 147.7006{col 31}{space 2} 42.05599{col 42}{space 1}    3.51{col 51}{space 3}0.000{col 59}{space 4} 65.13382{col 72}{space 3} 230.2675
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 56.61837{col 31}{space 2} 49.98935{col 42}{space 1}    1.13{col 51}{space 3}0.258{col 59}{space 4} -41.5237{col 72}{space 3} 154.7604
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 52.25911{col 31}{space 2} 52.88946{col 42}{space 1}    0.99{col 51}{space 3}0.323{col 59}{space 4}-51.57665{col 72}{space 3} 156.0949
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 51.15976{col 31}{space 2} 42.47591{col 42}{space 1}    1.20{col 51}{space 3}0.229{col 59}{space 4}-32.23148{col 72}{space 3}  134.551
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-5.369088{col 31}{space 2} 5.727188{col 42}{space 1}   -0.94{col 51}{space 3}0.349{col 59}{space 4}-16.61305{col 72}{space 3} 5.874869
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.45161{col 31}{space 2} 6.192183{col 42}{space 1}   -4.27{col 51}{space 3}0.000{col 59}{space 4}-38.60848{col 72}{space 3}-14.29475
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.79703{col 31}{space 2} 12.62331{col 42}{space 1}   -0.93{col 51}{space 3}0.350{col 59}{space 4}-36.57986{col 72}{space 3}  12.9858
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-30.01533{col 31}{space 2} 3.377658{col 42}{space 1}   -8.89{col 51}{space 3}0.000{col 59}{space 4}-36.64655{col 72}{space 3}-23.38411
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-12.98839{col 31}{space 2} 24.64871{col 42}{space 1}   -0.53{col 51}{space 3}0.598{col 59}{space 4} -61.3802{col 72}{space 3} 35.40342
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: reg depvar hub_taa5 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   170.18
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8136
                                                {txt}Root MSE          =    {res} 4.3148

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa5 {c |}{col 19}{res}{space 2} .0367986{col 31}{space 2}  .018518{col 42}{space 1}    1.99{col 51}{space 3}0.047{col 59}{space 4} .0004429{col 72}{space 3} .0731543
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-7.729565{col 31}{space 2}  3.06875{col 42}{space 1}   -2.52{col 51}{space 3}0.012{col 59}{space 4}-13.75432{col 72}{space 3}-1.704812
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0037113{col 31}{space 2} .0015964{col 42}{space 1}    2.32{col 51}{space 3}0.020{col 59}{space 4} .0005772{col 72}{space 3} .0068454
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.088258{col 31}{space 2} .7652212{col 42}{space 1}   -5.34{col 51}{space 3}0.000{col 59}{space 4}-5.590586{col 72}{space 3} -2.58593
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1568417{col 31}{space 2} .0896855{col 42}{space 1}   -1.75{col 51}{space 3}0.081{col 59}{space 4}-.3329176{col 72}{space 3} .0192342
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1217939{col 31}{space 2} .0870493{col 42}{space 1}   -1.40{col 51}{space 3}0.162{col 59}{space 4}-.2926942{col 72}{space 3} .0491065
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.119951{col 31}{space 2} 1.660856{col 42}{space 1}    1.28{col 51}{space 3}0.202{col 59}{space 4}-1.140741{col 72}{space 3} 5.380644
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.128395{col 31}{space 2} 1.493953{col 42}{space 1}    0.76{col 51}{space 3}0.450{col 59}{space 4}-1.804623{col 72}{space 3} 4.061412
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.873947{col 31}{space 2} 1.497401{col 42}{space 1}    2.59{col 51}{space 3}0.010{col 59}{space 4} .9341609{col 72}{space 3} 6.813733
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 2.838921{col 31}{space 2} 1.418919{col 42}{space 1}    2.00{col 51}{space 3}0.046{col 59}{space 4} .0532137{col 72}{space 3} 5.624628
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.767135{col 31}{space 2} 1.704556{col 42}{space 1}    3.97{col 51}{space 3}0.000{col 59}{space 4} 3.420649{col 72}{space 3} 10.11362
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 5.839741{col 31}{space 2} 1.523571{col 42}{space 1}    3.83{col 51}{space 3}0.000{col 59}{space 4} 2.848576{col 72}{space 3} 8.830906
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.311016{col 31}{space 2} 1.624433{col 42}{space 1}    2.04{col 51}{space 3}0.042{col 59}{space 4}  .121832{col 72}{space 3} 6.500201
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .5174019{col 31}{space 2} 1.581001{col 42}{space 1}    0.33{col 51}{space 3}0.744{col 59}{space 4}-2.586514{col 72}{space 3} 3.621318
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-46.16131{col 31}{space 2} 15.14474{col 42}{space 1}   -3.05{col 51}{space 3}0.002{col 59}{space 4}-75.89436{col 72}{space 3}-16.42826
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-44.88801{col 31}{space 2} 2.950311{col 42}{space 1}  -15.21{col 51}{space 3}0.000{col 59}{space 4}-50.68024{col 72}{space 3}-39.09579
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 4.140444{col 31}{space 2}  4.34007{col 42}{space 1}    0.95{col 51}{space 3}0.340{col 59}{space 4}-4.380241{col 72}{space 3} 12.66113
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 4.493068{col 31}{space 2} 38.10382{col 42}{space 1}    0.12{col 51}{space 3}0.906{col 59}{space 4}-70.31462{col 72}{space 3} 79.30075
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-73.55721{col 31}{space 2} 20.66701{col 42}{space 1}   -3.56{col 51}{space 3}0.000{col 59}{space 4}-114.1319{col 72}{space 3}-32.98251
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 15.57194{col 31}{space 2} 40.09764{col 42}{space 1}    0.39{col 51}{space 3}0.698{col 59}{space 4}-63.15015{col 72}{space 3} 94.29402
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-128.1816{col 31}{space 2} 37.03836{col 42}{space 1}   -3.46{col 51}{space 3}0.001{col 59}{space 4}-200.8975{col 72}{space 3}-55.46563
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 14.90832{col 31}{space 2} 39.23837{col 42}{space 1}    0.38{col 51}{space 3}0.704{col 59}{space 4}-62.12679{col 72}{space 3} 91.94342
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 74.20911{col 31}{space 2} 46.42997{col 42}{space 1}    1.60{col 51}{space 3}0.110{col 59}{space 4}-16.94498{col 72}{space 3} 165.3632
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-70.32908{col 31}{space 2} 45.38866{col 42}{space 1}   -1.55{col 51}{space 3}0.122{col 59}{space 4}-159.4388{col 72}{space 3} 18.78066
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-18.52911{col 31}{space 2} 41.26424{col 42}{space 1}   -0.45{col 51}{space 3}0.654{col 59}{space 4}-99.54153{col 72}{space 3} 62.48331
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}  4.28209{col 31}{space 2} 6.962823{col 42}{space 1}    0.61{col 51}{space 3}0.539{col 59}{space 4} -9.38774{col 72}{space 3} 17.95192
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.71799{col 31}{space 2} 7.049766{col 42}{space 1}   -4.22{col 51}{space 3}0.000{col 59}{space 4}-43.55851{col 72}{space 3}-15.87747
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-7.062503{col 31}{space 2} 12.40211{col 42}{space 1}   -0.57{col 51}{space 3}0.569{col 59}{space 4}-31.41106{col 72}{space 3} 17.28605
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.59394{col 31}{space 2} 4.050447{col 42}{space 1}   -7.80{col 51}{space 3}0.000{col 59}{space 4}-39.54601{col 72}{space 3}-23.64186
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 73.60905{col 31}{space 2} 24.85101{col 42}{space 1}    2.96{col 51}{space 3}0.003{col 59}{space 4} 24.82007{col 72}{space 3}  122.398
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: reg depvar nhub_taa5 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(27, 721)        =  {res}   152.42
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7763
                                                {txt}Root MSE          =    {res} 4.7257

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}nhub_taa5 {c |}{col 19}{res}{space 2}-.0144248{col 31}{space 2} .0086252{col 42}{space 1}   -1.67{col 51}{space 3}0.095{col 59}{space 4}-.0313583{col 72}{space 3} .0025086
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-7.969467{col 31}{space 2} 3.681276{col 42}{space 1}   -2.16{col 51}{space 3}0.031{col 59}{space 4}-15.19677{col 72}{space 3} -.742166
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0024998{col 31}{space 2} .0016022{col 42}{space 1}    1.56{col 51}{space 3}0.119{col 59}{space 4}-.0006457{col 72}{space 3} .0056453
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.190402{col 31}{space 2} .9289691{col 42}{space 1}   -3.43{col 51}{space 3}0.001{col 59}{space 4} -5.01421{col 72}{space 3}-1.366595
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} .0695865{col 31}{space 2} 1.556331{col 42}{space 1}    0.04{col 51}{space 3}0.964{col 59}{space 4}-2.985895{col 72}{space 3} 3.125068
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.2727079{col 31}{space 2} 1.396765{col 42}{space 1}   -0.20{col 51}{space 3}0.845{col 59}{space 4}-3.014921{col 72}{space 3} 2.469505
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2}  2.61795{col 31}{space 2} 1.206812{col 42}{space 1}    2.17{col 51}{space 3}0.030{col 59}{space 4} .2486657{col 72}{space 3} 4.987235
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-1.983791{col 31}{space 2} 1.204405{col 42}{space 1}   -1.65{col 51}{space 3}0.100{col 59}{space 4}-4.348351{col 72}{space 3} .3807685
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.345113{col 31}{space 2}  1.49283{col 42}{space 1}    1.57{col 51}{space 3}0.117{col 59}{space 4}-.5857004{col 72}{space 3} 5.275926
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.495056{col 31}{space 2}   1.3753{col 42}{space 1}    1.09{col 51}{space 3}0.277{col 59}{space 4}-1.205016{col 72}{space 3} 4.195128
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .9107594{col 31}{space 2} 1.377126{col 42}{space 1}    0.66{col 51}{space 3}0.509{col 59}{space 4}-1.792897{col 72}{space 3} 3.614416
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.718463{col 31}{space 2} 1.274013{col 42}{space 1}   -1.35{col 51}{space 3}0.178{col 59}{space 4}-4.219682{col 72}{space 3} .7827546
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 3.728102{col 31}{space 2}  16.2069{col 42}{space 1}    0.23{col 51}{space 3}0.818{col 59}{space 4}-28.09026{col 72}{space 3} 35.54646
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.75454{col 31}{space 2} 2.827966{col 42}{space 1}  -19.01{col 51}{space 3}0.000{col 59}{space 4}-59.30657{col 72}{space 3} -48.2025
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.809614{col 31}{space 2} 4.904161{col 42}{space 1}    1.80{col 51}{space 3}0.073{col 59}{space 4}-.8185281{col 72}{space 3} 18.43776
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 59.02894{col 31}{space 2} 39.83037{col 42}{space 1}    1.48{col 51}{space 3}0.139{col 59}{space 4}-19.16842{col 72}{space 3} 137.2263
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 6.594701{col 31}{space 2} 19.12859{col 42}{space 1}    0.34{col 51}{space 3}0.730{col 59}{space 4} -30.9597{col 72}{space 3}  44.1491
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 110.6788{col 31}{space 2} 38.97931{col 42}{space 1}    2.84{col 51}{space 3}0.005{col 59}{space 4}  34.1523{col 72}{space 3} 187.2053
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-69.97193{col 31}{space 2}  37.8402{col 42}{space 1}   -1.85{col 51}{space 3}0.065{col 59}{space 4}-144.2621{col 72}{space 3} 4.318198
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 148.5698{col 31}{space 2} 42.26066{col 42}{space 1}    3.52{col 51}{space 3}0.000{col 59}{space 4} 65.60117{col 72}{space 3} 231.5385
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 52.59853{col 31}{space 2} 52.21231{col 42}{space 1}    1.01{col 51}{space 3}0.314{col 59}{space 4}-49.90779{col 72}{space 3} 155.1049
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 50.49649{col 31}{space 2} 55.12436{col 42}{space 1}    0.92{col 51}{space 3}0.360{col 59}{space 4}-57.72694{col 72}{space 3} 158.7199
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 46.25173{col 31}{space 2} 45.46817{col 42}{space 1}    1.02{col 51}{space 3}0.309{col 59}{space 4}-43.01409{col 72}{space 3} 135.5175
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-4.967385{col 31}{space 2} 5.623857{col 42}{space 1}   -0.88{col 51}{space 3}0.377{col 59}{space 4}-16.00848{col 72}{space 3} 6.073708
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.20365{col 31}{space 2} 6.085047{col 42}{space 1}   -4.31{col 51}{space 3}0.000{col 59}{space 4}-38.15018{col 72}{space 3}-14.25712
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.76942{col 31}{space 2} 12.57342{col 42}{space 1}   -0.94{col 51}{space 3}0.350{col 59}{space 4}-36.45431{col 72}{space 3} 12.91547
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.83381{col 31}{space 2} 3.363665{col 42}{space 1}   -8.87{col 51}{space 3}0.000{col 59}{space 4}-36.43756{col 72}{space 3}-23.23006
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-11.73431{col 31}{space 2} 24.75652{col 42}{space 1}   -0.47{col 51}{space 3}0.636{col 59}{space 4}-60.33778{col 72}{space 3} 36.86917
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: reg depvar nhub_taa5 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   173.96
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8142
                                                {txt}Root MSE          =    {res} 4.3083

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}nhub_taa5 {c |}{col 19}{res}{space 2}-.0237223{col 31}{space 2} .0079491{col 42}{space 1}   -2.98{col 51}{space 3}0.003{col 59}{space 4}-.0393284{col 72}{space 3}-.0081162
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-1.808819{col 31}{space 2} 3.062973{col 42}{space 1}   -0.59{col 51}{space 3}0.555{col 59}{space 4} -7.82223{col 72}{space 3} 4.204591
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0036615{col 31}{space 2} .0015962{col 42}{space 1}    2.29{col 51}{space 3}0.022{col 59}{space 4} .0005277{col 72}{space 3} .0067952
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.224413{col 31}{space 2} .7671649{col 42}{space 1}   -5.51{col 51}{space 3}0.000{col 59}{space 4}-5.730557{col 72}{space 3}-2.718269
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1682869{col 31}{space 2} .0903282{col 42}{space 1}   -1.86{col 51}{space 3}0.063{col 59}{space 4}-.3456246{col 72}{space 3} .0090507
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1164558{col 31}{space 2} .0870921{col 42}{space 1}   -1.34{col 51}{space 3}0.182{col 59}{space 4}-.2874402{col 72}{space 3} .0545287
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.320934{col 31}{space 2} 1.648557{col 42}{space 1}    1.41{col 51}{space 3}0.160{col 59}{space 4}-.9156105{col 72}{space 3} 5.557479
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.231556{col 31}{space 2} 1.517337{col 42}{space 1}    0.81{col 51}{space 3}0.417{col 59}{space 4}-1.747371{col 72}{space 3} 4.210482
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.984984{col 31}{space 2}  1.48858{col 42}{space 1}    2.68{col 51}{space 3}0.008{col 59}{space 4} 1.062515{col 72}{space 3} 6.907453
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 3.067751{col 31}{space 2} 1.395524{col 42}{space 1}    2.20{col 51}{space 3}0.028{col 59}{space 4}  .327975{col 72}{space 3} 5.807528
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.864239{col 31}{space 2} 1.700707{col 42}{space 1}    4.04{col 51}{space 3}0.000{col 59}{space 4} 3.525311{col 72}{space 3} 10.20317
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 6.042364{col 31}{space 2} 1.500031{col 42}{space 1}    4.03{col 51}{space 3}0.000{col 59}{space 4} 3.097413{col 72}{space 3} 8.987315
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.636542{col 31}{space 2} 1.603557{col 42}{space 1}    2.27{col 51}{space 3}0.024{col 59}{space 4} .4883434{col 72}{space 3} 6.784741
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .8242262{col 31}{space 2} 1.557677{col 42}{space 1}    0.53{col 51}{space 3}0.597{col 59}{space 4}-2.233898{col 72}{space 3}  3.88235
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-43.67731{col 31}{space 2} 15.32511{col 42}{space 1}   -2.85{col 51}{space 3}0.004{col 59}{space 4}-73.76448{col 72}{space 3}-13.59014
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-45.38169{col 31}{space 2} 2.937488{col 42}{space 1}  -15.45{col 51}{space 3}0.000{col 59}{space 4}-51.14874{col 72}{space 3}-39.61464
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 3.791573{col 31}{space 2} 4.339055{col 42}{space 1}    0.87{col 51}{space 3}0.383{col 59}{space 4}-4.727118{col 72}{space 3} 12.31026
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}-5.489817{col 31}{space 2} 37.75396{col 42}{space 1}   -0.15{col 51}{space 3}0.884{col 59}{space 4}-79.61065{col 72}{space 3} 68.63101
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-73.91644{col 31}{space 2} 20.66538{col 42}{space 1}   -3.58{col 51}{space 3}0.000{col 59}{space 4}-114.4879{col 72}{space 3}-33.34494
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 8.868882{col 31}{space 2} 39.75731{col 42}{space 1}    0.22{col 51}{space 3}0.824{col 59}{space 4}-69.18504{col 72}{space 3}  86.9228
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-125.1671{col 31}{space 2} 37.04708{col 42}{space 1}   -3.38{col 51}{space 3}0.001{col 59}{space 4}-197.9001{col 72}{space 3}-52.43402
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 14.04966{col 31}{space 2} 39.21386{col 42}{space 1}    0.36{col 51}{space 3}0.720{col 59}{space 4}-62.93732{col 72}{space 3} 91.03664
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 71.98893{col 31}{space 2} 48.23033{col 42}{space 1}    1.49{col 51}{space 3}0.136{col 59}{space 4}-22.69973{col 72}{space 3} 166.6776
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-75.71319{col 31}{space 2} 46.80227{col 42}{space 1}   -1.62{col 51}{space 3}0.106{col 59}{space 4}-167.5982{col 72}{space 3} 16.17181
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-24.40749{col 31}{space 2} 43.65089{col 42}{space 1}   -0.56{col 51}{space 3}0.576{col 59}{space 4}-110.1055{col 72}{space 3} 61.29054
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 5.012702{col 31}{space 2} 6.778925{col 42}{space 1}    0.74{col 51}{space 3}0.460{col 59}{space 4}-8.296088{col 72}{space 3} 18.32149
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2} -29.4639{col 31}{space 2} 6.907171{col 42}{space 1}   -4.27{col 51}{space 3}0.000{col 59}{space 4}-43.02447{col 72}{space 3}-15.90332
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-7.319826{col 31}{space 2} 12.25327{col 42}{space 1}   -0.60{col 51}{space 3}0.550{col 59}{space 4}-31.37618{col 72}{space 3} 16.73653
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}  -31.393{col 31}{space 2} 3.927556{col 42}{space 1}   -7.99{col 51}{space 3}0.000{col 59}{space 4}-39.10382{col 72}{space 3}-23.68219
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 74.81746{col 31}{space 2} 24.91427{col 42}{space 1}    3.00{col 51}{space 3}0.003{col 59}{space 4} 25.90428{col 72}{space 3} 123.7306
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: reg depvar hub_taa5 nhub_taa5 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(28, 721)        =  {res}   149.99
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7779
                                                {txt}Root MSE          =    {res} 4.7093

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa5 {c |}{col 19}{res}{space 2} .0493083{col 31}{space 2} .0227767{col 42}{space 1}    2.16{col 51}{space 3}0.031{col 59}{space 4} .0045917{col 72}{space 3}  .094025
{txt}{space 8}nhub_taa5 {c |}{col 19}{res}{space 2}-.0148709{col 31}{space 2} .0085376{col 42}{space 1}   -1.74{col 51}{space 3}0.082{col 59}{space 4}-.0316323{col 72}{space 3} .0018905
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2} -9.81124{col 31}{space 2} 3.782438{col 42}{space 1}   -2.59{col 51}{space 3}0.010{col 59}{space 4}-17.23715{col 72}{space 3}-2.385331
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0026254{col 31}{space 2}  .001569{col 42}{space 1}    1.67{col 51}{space 3}0.095{col 59}{space 4}-.0004549{col 72}{space 3} .0057058
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.217136{col 31}{space 2} .9140091{col 42}{space 1}   -3.52{col 51}{space 3}0.000{col 59}{space 4}-5.011573{col 72}{space 3}-1.422699
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2}-.0064235{col 31}{space 2} 1.547276{col 42}{space 1}   -0.00{col 51}{space 3}0.997{col 59}{space 4}-3.044127{col 72}{space 3}  3.03128
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.4054693{col 31}{space 2} 1.350328{col 42}{space 1}   -0.30{col 51}{space 3}0.764{col 59}{space 4}-3.056514{col 72}{space 3} 2.245575
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.430976{col 31}{space 2} 1.196805{col 42}{space 1}    2.03{col 51}{space 3}0.043{col 59}{space 4} .0813382{col 72}{space 3} 4.780615
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-2.069858{col 31}{space 2} 1.207813{col 42}{space 1}   -1.71{col 51}{space 3}0.087{col 59}{space 4}-4.441108{col 72}{space 3} .3013918
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.313103{col 31}{space 2} 1.494402{col 42}{space 1}    1.55{col 51}{space 3}0.122{col 59}{space 4}-.6207951{col 72}{space 3} 5.247002
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.403327{col 31}{space 2}  1.38124{col 42}{space 1}    1.02{col 51}{space 3}0.310{col 59}{space 4}-1.308406{col 72}{space 3} 4.115059
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .7748986{col 31}{space 2} 1.390796{col 42}{space 1}    0.56{col 51}{space 3}0.578{col 59}{space 4}-1.955595{col 72}{space 3} 3.505393
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.738394{col 31}{space 2} 1.280855{col 42}{space 1}   -1.36{col 51}{space 3}0.175{col 59}{space 4}-4.253045{col 72}{space 3} .7762564
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 4.961992{col 31}{space 2} 16.00808{col 42}{space 1}    0.31{col 51}{space 3}0.757{col 59}{space 4}-26.46602{col 72}{space 3}    36.39
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.75765{col 31}{space 2} 2.815731{col 42}{space 1}  -19.09{col 51}{space 3}0.000{col 59}{space 4}-59.28566{col 72}{space 3}-48.22963
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.850517{col 31}{space 2} 4.906353{col 42}{space 1}    1.80{col 51}{space 3}0.072{col 59}{space 4}-.7819283{col 72}{space 3} 18.48296
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 64.69812{col 31}{space 2}  40.1585{col 42}{space 1}    1.61{col 51}{space 3}0.108{col 59}{space 4}-14.14345{col 72}{space 3} 143.5397
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 8.149566{col 31}{space 2} 19.02286{col 42}{space 1}    0.43{col 51}{space 3}0.668{col 59}{space 4}-29.19724{col 72}{space 3} 45.49637
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 115.8566{col 31}{space 2} 39.19147{col 42}{space 1}    2.96{col 51}{space 3}0.003{col 59}{space 4} 38.91358{col 72}{space 3} 192.7996
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-69.54674{col 31}{space 2} 37.68985{col 42}{space 1}   -1.85{col 51}{space 3}0.065{col 59}{space 4}-143.5417{col 72}{space 3} 4.448225
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 149.2914{col 31}{space 2} 42.10051{col 42}{space 1}    3.55{col 51}{space 3}0.000{col 59}{space 4} 66.63717{col 72}{space 3} 231.9456
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 58.09662{col 31}{space 2}  50.2271{col 42}{space 1}    1.16{col 51}{space 3}0.248{col 59}{space 4}-40.51223{col 72}{space 3} 156.7055
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}  49.5426{col 31}{space 2} 53.57867{col 42}{space 1}    0.92{col 51}{space 3}0.355{col 59}{space 4}-55.64625{col 72}{space 3} 154.7315
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 51.33887{col 31}{space 2} 43.00283{col 42}{space 1}    1.19{col 51}{space 3}0.233{col 59}{space 4}-33.08685{col 72}{space 3} 135.7646
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-4.987998{col 31}{space 2} 5.698334{col 42}{space 1}   -0.88{col 51}{space 3}0.382{col 59}{space 4}-16.17531{col 72}{space 3} 6.199311
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.24063{col 31}{space 2} 6.147557{col 42}{space 1}   -4.27{col 51}{space 3}0.000{col 59}{space 4}-38.30988{col 72}{space 3}-14.17138
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-12.18673{col 31}{space 2} 12.64723{col 42}{space 1}   -0.96{col 51}{space 3}0.336{col 59}{space 4}-37.01653{col 72}{space 3} 12.64307
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.92305{col 31}{space 2} 3.359845{col 42}{space 1}   -8.91{col 51}{space 3}0.000{col 59}{space 4} -36.5193{col 72}{space 3}-23.32681
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-14.92727{col 31}{space 2} 24.69685{col 42}{space 1}   -0.60{col 51}{space 3}0.546{col 59}{space 4}-63.41359{col 72}{space 3} 33.55906
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: reg depvar hub_taa5 nhub_taa5 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(30, 721)        =  {res}   169.91
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8151
                                                {txt}Root MSE          =    {res} 4.2982

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa5 {c |}{col 19}{res}{space 2} .0374602{col 31}{space 2} .0182776{col 42}{space 1}    2.05{col 51}{space 3}0.041{col 59}{space 4} .0015765{col 72}{space 3} .0733439
{txt}{space 8}nhub_taa5 {c |}{col 19}{res}{space 2}-.0239882{col 31}{space 2} .0079265{col 42}{space 1}   -3.03{col 51}{space 3}0.003{col 59}{space 4}  -.03955{col 72}{space 3}-.0084264
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-3.256528{col 31}{space 2} 3.124689{col 42}{space 1}   -1.04{col 51}{space 3}0.298{col 59}{space 4}-9.391103{col 72}{space 3} 2.878047
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0037479{col 31}{space 2} .0015744{col 42}{space 1}    2.38{col 51}{space 3}0.018{col 59}{space 4} .0006569{col 72}{space 3} .0068388
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.236506{col 31}{space 2} .7611336{col 42}{space 1}   -5.57{col 51}{space 3}0.000{col 59}{space 4}-5.730809{col 72}{space 3}-2.742203
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1670167{col 31}{space 2} .0895869{col 42}{space 1}   -1.86{col 51}{space 3}0.063{col 59}{space 4}-.3428991{col 72}{space 3} .0088656
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1154774{col 31}{space 2} .0870007{col 42}{space 1}   -1.33{col 51}{space 3}0.185{col 59}{space 4}-.2862823{col 72}{space 3} .0553276
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.245488{col 31}{space 2} 1.641846{col 42}{space 1}    1.37{col 51}{space 3}0.172{col 59}{space 4}-.9778821{col 72}{space 3} 5.468858
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.118823{col 31}{space 2} 1.480914{col 42}{space 1}    0.76{col 51}{space 3}0.450{col 59}{space 4}-1.788597{col 72}{space 3} 4.026242
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.832132{col 31}{space 2} 1.477152{col 42}{space 1}    2.59{col 51}{space 3}0.010{col 59}{space 4} .9320996{col 72}{space 3} 6.732165
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 2.962509{col 31}{space 2} 1.395944{col 42}{space 1}    2.12{col 51}{space 3}0.034{col 59}{space 4} .2219082{col 72}{space 3}  5.70311
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.804309{col 31}{space 2} 1.697574{col 42}{space 1}    4.01{col 51}{space 3}0.000{col 59}{space 4}  3.47153{col 72}{space 3} 10.13709
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2}  5.93654{col 31}{space 2} 1.499309{col 42}{space 1}    3.96{col 51}{space 3}0.000{col 59}{space 4} 2.993006{col 72}{space 3} 8.880073
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2}  3.51169{col 31}{space 2} 1.610552{col 42}{space 1}    2.18{col 51}{space 3}0.030{col 59}{space 4} .3497589{col 72}{space 3} 6.673621
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .7890014{col 31}{space 2} 1.562244{col 42}{space 1}    0.51{col 51}{space 3}0.614{col 59}{space 4}-2.278089{col 72}{space 3} 3.856092
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-42.36468{col 31}{space 2} 15.16374{col 42}{space 1}   -2.79{col 51}{space 3}0.005{col 59}{space 4}-72.13503{col 72}{space 3}-12.59433
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-45.44942{col 31}{space 2} 2.912321{col 42}{space 1}  -15.61{col 51}{space 3}0.000{col 59}{space 4}-51.16706{col 72}{space 3}-39.73178
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2}  3.86212{col 31}{space 2} 4.352065{col 42}{space 1}    0.89{col 51}{space 3}0.375{col 59}{space 4}-4.682114{col 72}{space 3} 12.40635
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}-.6762353{col 31}{space 2} 37.92824{col 42}{space 1}   -0.02{col 51}{space 3}0.986{col 59}{space 4}-75.13922{col 72}{space 3} 73.78675
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-72.09992{col 31}{space 2} 20.48755{col 42}{space 1}   -3.52{col 51}{space 3}0.000{col 59}{space 4}-112.3223{col 72}{space 3}-31.87753
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2}  13.6047{col 31}{space 2} 39.81248{col 42}{space 1}    0.34{col 51}{space 3}0.733{col 59}{space 4}-64.55754{col 72}{space 3} 91.76693
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-124.4076{col 31}{space 2} 36.91889{col 42}{space 1}   -3.37{col 51}{space 3}0.001{col 59}{space 4}-196.8889{col 72}{space 3}-51.92622
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 15.66036{col 31}{space 2} 39.26677{col 42}{space 1}    0.40{col 51}{space 3}0.690{col 59}{space 4} -61.4305{col 72}{space 3} 92.75122
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 76.00674{col 31}{space 2} 46.61385{col 42}{space 1}    1.63{col 51}{space 3}0.103{col 59}{space 4}-15.50835{col 72}{space 3} 167.5218
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-75.43415{col 31}{space 2} 45.79535{col 42}{space 1}   -1.65{col 51}{space 3}0.100{col 59}{space 4}-165.3423{col 72}{space 3} 14.47401
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-19.99049{col 31}{space 2} 41.57264{col 42}{space 1}   -0.48{col 51}{space 3}0.631{col 59}{space 4}-101.6084{col 72}{space 3}  61.6274
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 4.917412{col 31}{space 2} 6.810661{col 42}{space 1}    0.72{col 51}{space 3}0.471{col 59}{space 4}-8.453684{col 72}{space 3} 18.28851
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.46656{col 31}{space 2} 6.940348{col 42}{space 1}   -4.25{col 51}{space 3}0.000{col 59}{space 4}-43.09226{col 72}{space 3}-15.84085
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-7.672353{col 31}{space 2} 12.34488{col 42}{space 1}   -0.62{col 51}{space 3}0.534{col 59}{space 4}-31.90855{col 72}{space 3} 16.56384
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.44835{col 31}{space 2} 3.918559{col 42}{space 1}   -8.03{col 51}{space 3}0.000{col 59}{space 4} -39.1415{col 72}{space 3}-23.75521
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 71.70838{col 31}{space 2} 24.76961{col 42}{space 1}    2.90{col 51}{space 3}0.004{col 59}{space 4}  23.0792{col 72}{space 3} 120.3376
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA25.tex", label keep(hub_taa5 nhub_taa5 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic ) order(hub_taa5 nhub_taa5 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *reg_midatl*")
{res}{txt}(note: file TableA25.tex not found)
(output written to {browse  `"TableA25.tex"'})

{com}. 
. * Table A26: Trade Shock to Industrial Hubs and Support for the Republican Party: 85th Percentile
. 
. eststo clear 
{txt}
{com}. 
. eststo: reg depvar hub_taa15 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(27, 721)        =  {res}   153.27
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7772
                                                {txt}Root MSE          =    {res} 4.7157

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa15 {c |}{col 19}{res}{space 2}  .047152{col 31}{space 2} .0220088{col 42}{space 1}    2.14{col 51}{space 3}0.032{col 59}{space 4} .0039431{col 72}{space 3} .0903609
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-12.42421{col 31}{space 2} 3.826876{col 42}{space 1}   -3.25{col 51}{space 3}0.001{col 59}{space 4}-19.93736{col 72}{space 3}-4.911057
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0025843{col 31}{space 2} .0015805{col 42}{space 1}    1.64{col 51}{space 3}0.102{col 59}{space 4}-.0005186{col 72}{space 3} .0056872
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.126362{col 31}{space 2} .9085052{col 42}{space 1}   -3.44{col 51}{space 3}0.001{col 59}{space 4}-4.909994{col 72}{space 3}-1.342731
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2}-.0598326{col 31}{space 2} 1.557753{col 42}{space 1}   -0.04{col 51}{space 3}0.969{col 59}{space 4}-3.118107{col 72}{space 3} 2.998441
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.3784881{col 31}{space 2} 1.358618{col 42}{space 1}   -0.28{col 51}{space 3}0.781{col 59}{space 4}-3.045808{col 72}{space 3} 2.288832
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.479276{col 31}{space 2} 1.208448{col 42}{space 1}    2.05{col 51}{space 3}0.041{col 59}{space 4} .1067792{col 72}{space 3} 4.851773
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} -2.10648{col 31}{space 2} 1.219967{col 42}{space 1}   -1.73{col 51}{space 3}0.085{col 59}{space 4}-4.501592{col 72}{space 3} .2886331
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.328354{col 31}{space 2} 1.496806{col 42}{space 1}    1.56{col 51}{space 3}0.120{col 59}{space 4}-.6102661{col 72}{space 3} 5.266973
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.323378{col 31}{space 2}  1.39934{col 42}{space 1}    0.95{col 51}{space 3}0.345{col 59}{space 4}-1.423891{col 72}{space 3} 4.070647
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .6794165{col 31}{space 2} 1.405561{col 42}{space 1}    0.48{col 51}{space 3}0.629{col 59}{space 4}-2.080066{col 72}{space 3} 3.438899
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.883326{col 31}{space 2} 1.295323{col 42}{space 1}   -1.45{col 51}{space 3}0.146{col 59}{space 4}-4.426381{col 72}{space 3} .6597282
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 2.195521{col 31}{space 2} 15.84976{col 42}{space 1}    0.14{col 51}{space 3}0.890{col 59}{space 4}-28.92167{col 72}{space 3} 33.31272
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.26158{col 31}{space 2} 2.825422{col 42}{space 1}  -18.85{col 51}{space 3}0.000{col 59}{space 4}-58.80861{col 72}{space 3}-47.71454
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.957181{col 31}{space 2} 4.897315{col 42}{space 1}    1.83{col 51}{space 3}0.068{col 59}{space 4}-.6575197{col 72}{space 3} 18.57188
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 67.14307{col 31}{space 2} 40.14335{col 42}{space 1}    1.67{col 51}{space 3}0.095{col 59}{space 4}-11.66875{col 72}{space 3} 145.9549
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 6.339101{col 31}{space 2} 19.07751{col 42}{space 1}    0.33{col 51}{space 3}0.740{col 59}{space 4}  -31.115{col 72}{space 3}  43.7932
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 116.5508{col 31}{space 2}  39.3281{col 42}{space 1}    2.96{col 51}{space 3}0.003{col 59}{space 4} 39.33951{col 72}{space 3} 193.7621
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-72.98766{col 31}{space 2} 37.83019{col 42}{space 1}   -1.93{col 51}{space 3}0.054{col 59}{space 4}-147.2581{col 72}{space 3} 1.282822
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 148.2426{col 31}{space 2}  42.1674{col 42}{space 1}    3.52{col 51}{space 3}0.000{col 59}{space 4} 65.45703{col 72}{space 3} 231.0282
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 56.19283{col 31}{space 2} 50.10021{col 42}{space 1}    1.12{col 51}{space 3}0.262{col 59}{space 4}-42.16689{col 72}{space 3} 154.5525
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 52.59976{col 31}{space 2} 53.00934{col 42}{space 1}    0.99{col 51}{space 3}0.321{col 59}{space 4}-51.47135{col 72}{space 3} 156.6709
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}  50.7582{col 31}{space 2} 42.57024{col 42}{space 1}    1.19{col 51}{space 3}0.234{col 59}{space 4}-32.81824{col 72}{space 3} 134.3346
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-5.172193{col 31}{space 2}  5.69277{col 42}{space 1}   -0.91{col 51}{space 3}0.364{col 59}{space 4}-16.34858{col 72}{space 3} 6.004192
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.20324{col 31}{space 2} 6.164834{col 42}{space 1}   -4.25{col 51}{space 3}0.000{col 59}{space 4}-38.30641{col 72}{space 3}-14.10007
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.56277{col 31}{space 2} 12.55745{col 42}{space 1}   -0.92{col 51}{space 3}0.357{col 59}{space 4}-36.21631{col 72}{space 3} 13.09078
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.88003{col 31}{space 2} 3.355849{col 42}{space 1}   -8.90{col 51}{space 3}0.000{col 59}{space 4}-36.46843{col 72}{space 3}-23.29162
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-13.06063{col 31}{space 2} 24.71569{col 42}{space 1}   -0.53{col 51}{space 3}0.597{col 59}{space 4}-61.58395{col 72}{space 3} 35.46269
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: reg depvar hub_taa15 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   170.01
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8136
                                                {txt}Root MSE          =    {res} 4.3143

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa15 {c |}{col 19}{res}{space 2} .0375516{col 31}{space 2} .0183521{col 42}{space 1}    2.05{col 51}{space 3}0.041{col 59}{space 4} .0015217{col 72}{space 3} .0735816
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-7.713998{col 31}{space 2} 3.054693{col 42}{space 1}   -2.53{col 51}{space 3}0.012{col 59}{space 4}-13.71115{col 72}{space 3}-1.716843
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0036903{col 31}{space 2} .0015975{col 42}{space 1}    2.31{col 51}{space 3}0.021{col 59}{space 4}  .000554{col 72}{space 3} .0068266
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2} -4.08798{col 31}{space 2} .7635612{col 42}{space 1}   -5.35{col 51}{space 3}0.000{col 59}{space 4}-5.587048{col 72}{space 3}-2.588911
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1576441{col 31}{space 2} .0896932{col 42}{space 1}   -1.76{col 51}{space 3}0.079{col 59}{space 4} -.333735{col 72}{space 3} .0184469
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1213674{col 31}{space 2} .0870194{col 42}{space 1}   -1.39{col 51}{space 3}0.164{col 59}{space 4}-.2922091{col 72}{space 3} .0494744
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.119813{col 31}{space 2} 1.663722{col 42}{space 1}    1.27{col 51}{space 3}0.203{col 59}{space 4}-1.146505{col 72}{space 3} 5.386132
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.130889{col 31}{space 2} 1.496177{col 42}{space 1}    0.76{col 51}{space 3}0.450{col 59}{space 4}-1.806495{col 72}{space 3} 4.068273
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.876734{col 31}{space 2} 1.498908{col 42}{space 1}    2.59{col 51}{space 3}0.010{col 59}{space 4} .9339888{col 72}{space 3} 6.819479
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}  2.83804{col 31}{space 2} 1.420688{col 42}{space 1}    2.00{col 51}{space 3}0.046{col 59}{space 4} .0488611{col 72}{space 3} 5.627219
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.767734{col 31}{space 2} 1.706413{col 42}{space 1}    3.97{col 51}{space 3}0.000{col 59}{space 4} 3.417602{col 72}{space 3} 10.11787
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 5.808441{col 31}{space 2} 1.520634{col 42}{space 1}    3.82{col 51}{space 3}0.000{col 59}{space 4} 2.823042{col 72}{space 3} 8.793841
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.320258{col 31}{space 2} 1.625354{col 42}{space 1}    2.04{col 51}{space 3}0.041{col 59}{space 4} .1292653{col 72}{space 3}  6.51125
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .5223435{col 31}{space 2} 1.582899{col 42}{space 1}    0.33{col 51}{space 3}0.742{col 59}{space 4}-2.585298{col 72}{space 3} 3.629985
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-46.22111{col 31}{space 2} 15.16138{col 42}{space 1}   -3.05{col 51}{space 3}0.002{col 59}{space 4}-75.98684{col 72}{space 3}-16.45538
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-44.85935{col 31}{space 2} 2.949829{col 42}{space 1}  -15.21{col 51}{space 3}0.000{col 59}{space 4}-50.65063{col 72}{space 3}-39.06807
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 4.124978{col 31}{space 2} 4.345907{col 42}{space 1}    0.95{col 51}{space 3}0.343{col 59}{space 4}-4.407166{col 72}{space 3} 12.65712
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 4.633406{col 31}{space 2} 38.15474{col 42}{space 1}    0.12{col 51}{space 3}0.903{col 59}{space 4}-70.27426{col 72}{space 3} 79.54107
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-73.74468{col 31}{space 2} 20.68677{col 42}{space 1}   -3.56{col 51}{space 3}0.000{col 59}{space 4}-114.3582{col 72}{space 3}-33.13118
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 16.02617{col 31}{space 2} 40.15499{col 42}{space 1}    0.40{col 51}{space 3}0.690{col 59}{space 4}-62.80849{col 72}{space 3} 94.86084
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-128.7673{col 31}{space 2} 37.07896{col 42}{space 1}   -3.47{col 51}{space 3}0.001{col 59}{space 4}-201.5629{col 72}{space 3}-55.97167
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 15.19093{col 31}{space 2}  39.2908{col 42}{space 1}    0.39{col 51}{space 3}0.699{col 59}{space 4}-61.94711{col 72}{space 3} 92.32897
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2}  74.0616{col 31}{space 2} 46.42518{col 42}{space 1}    1.60{col 51}{space 3}0.111{col 59}{space 4}-17.08307{col 72}{space 3} 165.2063
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-70.18783{col 31}{space 2} 45.40183{col 42}{space 1}   -1.55{col 51}{space 3}0.123{col 59}{space 4}-159.3234{col 72}{space 3} 18.94775
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-18.78752{col 31}{space 2} 41.30623{col 42}{space 1}   -0.45{col 51}{space 3}0.649{col 59}{space 4}-99.88238{col 72}{space 3} 62.30734
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 4.442223{col 31}{space 2} 6.939214{col 42}{space 1}    0.64{col 51}{space 3}0.522{col 59}{space 4}-9.181255{col 72}{space 3}  18.0657
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.52963{col 31}{space 2} 7.021764{col 42}{space 1}   -4.21{col 51}{space 3}0.000{col 59}{space 4}-43.31518{col 72}{space 3}-15.74409
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-6.890035{col 31}{space 2} 12.34773{col 42}{space 1}   -0.56{col 51}{space 3}0.577{col 59}{space 4}-31.13184{col 72}{space 3} 17.35177
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2} -31.4908{col 31}{space 2} 4.035275{col 42}{space 1}   -7.80{col 51}{space 3}0.000{col 59}{space 4}-39.41309{col 72}{space 3}-23.56851
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 73.53876{col 31}{space 2} 24.89832{col 42}{space 1}    2.95{col 51}{space 3}0.003{col 59}{space 4} 24.65688{col 72}{space 3} 122.4206
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: reg depvar nhub_taa15 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(27, 721)        =  {res}   152.29
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7762
                                                {txt}Root MSE          =    {res}  4.726

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}nhub_taa15 {c |}{col 19}{res}{space 2}-.0141758{col 31}{space 2} .0086785{col 42}{space 1}   -1.63{col 51}{space 3}0.103{col 59}{space 4} -.031214{col 72}{space 3} .0028624
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-8.000966{col 31}{space 2} 3.702122{col 42}{space 1}   -2.16{col 51}{space 3}0.031{col 59}{space 4}-15.26919{col 72}{space 3}-.7327389
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0024901{col 31}{space 2} .0016013{col 42}{space 1}    1.56{col 51}{space 3}0.120{col 59}{space 4}-.0006537{col 72}{space 3} .0056339
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.188398{col 31}{space 2} .9282854{col 42}{space 1}   -3.43{col 51}{space 3}0.001{col 59}{space 4}-5.010863{col 72}{space 3}-1.365932
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} .0676973{col 31}{space 2} 1.557357{col 42}{space 1}    0.04{col 51}{space 3}0.965{col 59}{space 4}-2.989799{col 72}{space 3} 3.125194
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.2714808{col 31}{space 2} 1.397596{col 42}{space 1}   -0.19{col 51}{space 3}0.846{col 59}{space 4}-3.015325{col 72}{space 3} 2.472363
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.620007{col 31}{space 2} 1.207601{col 42}{space 1}    2.17{col 51}{space 3}0.030{col 59}{space 4} .2491722{col 72}{space 3} 4.990841
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-1.986796{col 31}{space 2} 1.205308{col 42}{space 1}   -1.65{col 51}{space 3}0.100{col 59}{space 4}-4.353128{col 72}{space 3} .3795367
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.343336{col 31}{space 2} 1.493538{col 42}{space 1}    1.57{col 51}{space 3}0.117{col 59}{space 4}-.5888666{col 72}{space 3} 5.275538
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.481675{col 31}{space 2} 1.376372{col 42}{space 1}    1.08{col 51}{space 3}0.282{col 59}{space 4}  -1.2205{col 72}{space 3}  4.18385
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .9122683{col 31}{space 2} 1.378082{col 42}{space 1}    0.66{col 51}{space 3}0.508{col 59}{space 4}-1.793265{col 72}{space 3} 3.617802
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.720136{col 31}{space 2} 1.275641{col 42}{space 1}   -1.35{col 51}{space 3}0.178{col 59}{space 4}-4.224551{col 72}{space 3} .7842792
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 3.675333{col 31}{space 2} 16.22488{col 42}{space 1}    0.23{col 51}{space 3}0.821{col 59}{space 4}-28.17832{col 72}{space 3} 35.52899
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.74284{col 31}{space 2} 2.829976{col 42}{space 1}  -18.99{col 51}{space 3}0.000{col 59}{space 4}-59.29882{col 72}{space 3}-48.18686
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.808534{col 31}{space 2} 4.907733{col 42}{space 1}    1.79{col 51}{space 3}0.073{col 59}{space 4}-.8266199{col 72}{space 3} 18.44369
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 59.13229{col 31}{space 2} 39.83173{col 42}{space 1}    1.48{col 51}{space 3}0.138{col 59}{space 4}-19.06774{col 72}{space 3} 137.3323
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 6.530789{col 31}{space 2} 19.14242{col 42}{space 1}    0.34{col 51}{space 3}0.733{col 59}{space 4}-31.05075{col 72}{space 3} 44.11233
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 110.8821{col 31}{space 2}  38.9859{col 42}{space 1}    2.84{col 51}{space 3}0.005{col 59}{space 4} 34.34262{col 72}{space 3} 187.4215
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-70.21501{col 31}{space 2} 37.86892{col 42}{space 1}   -1.85{col 51}{space 3}0.064{col 59}{space 4}-144.5615{col 72}{space 3}  4.13151
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 148.7129{col 31}{space 2}  42.2667{col 42}{space 1}    3.52{col 51}{space 3}0.000{col 59}{space 4} 65.73243{col 72}{space 3} 231.6934
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 52.50106{col 31}{space 2} 52.21619{col 42}{space 1}    1.01{col 51}{space 3}0.315{col 59}{space 4}-50.01288{col 72}{space 3}  155.015
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 50.63556{col 31}{space 2}  55.1152{col 42}{space 1}    0.92{col 51}{space 3}0.359{col 59}{space 4}-57.56989{col 72}{space 3}  158.841
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 46.17946{col 31}{space 2} 45.45575{col 42}{space 1}    1.02{col 51}{space 3}0.310{col 59}{space 4}-43.06199{col 72}{space 3} 135.4209
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-4.914896{col 31}{space 2} 5.621015{col 42}{space 1}   -0.87{col 51}{space 3}0.382{col 59}{space 4}-15.95041{col 72}{space 3} 6.120615
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.13295{col 31}{space 2}  6.07855{col 42}{space 1}   -4.30{col 51}{space 3}0.000{col 59}{space 4}-38.06673{col 72}{space 3}-14.19918
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.69658{col 31}{space 2} 12.55922{col 42}{space 1}   -0.93{col 51}{space 3}0.352{col 59}{space 4}-36.35359{col 72}{space 3} 12.96043
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.79561{col 31}{space 2} 3.364781{col 42}{space 1}   -8.86{col 51}{space 3}0.000{col 59}{space 4}-36.40155{col 72}{space 3}-23.18967
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} -11.7553{col 31}{space 2} 24.78449{col 42}{space 1}   -0.47{col 51}{space 3}0.635{col 59}{space 4}-60.41368{col 72}{space 3} 36.90308
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: reg depvar nhub_taa15 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   173.60
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8142
                                                {txt}Root MSE          =    {res} 4.3078

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}nhub_taa15 {c |}{col 19}{res}{space 2}-.0241997{col 31}{space 2} .0079815{col 42}{space 1}   -3.03{col 51}{space 3}0.003{col 59}{space 4}-.0398694{col 72}{space 3}  -.00853
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-1.689827{col 31}{space 2} 3.076041{col 42}{space 1}   -0.55{col 51}{space 3}0.583{col 59}{space 4}-7.728894{col 72}{space 3} 4.349241
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0036475{col 31}{space 2} .0015944{col 42}{space 1}    2.29{col 51}{space 3}0.022{col 59}{space 4} .0005174{col 72}{space 3} .0067776
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.227045{col 31}{space 2} .7658048{col 42}{space 1}   -5.52{col 51}{space 3}0.000{col 59}{space 4}-5.730519{col 72}{space 3}-2.723571
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1690249{col 31}{space 2} .0902744{col 42}{space 1}   -1.87{col 51}{space 3}0.062{col 59}{space 4} -.346257{col 72}{space 3} .0082072
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1160673{col 31}{space 2} .0870467{col 42}{space 1}   -1.33{col 51}{space 3}0.183{col 59}{space 4}-.2869625{col 72}{space 3} .0548279
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.324367{col 31}{space 2}   1.6498{col 42}{space 1}    1.41{col 51}{space 3}0.159{col 59}{space 4}-.9146184{col 72}{space 3} 5.563352
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.234472{col 31}{space 2} 1.518511{col 42}{space 1}    0.81{col 51}{space 3}0.417{col 59}{space 4}-1.746759{col 72}{space 3} 4.215702
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.987976{col 31}{space 2} 1.489285{col 42}{space 1}    2.68{col 51}{space 3}0.008{col 59}{space 4} 1.064123{col 72}{space 3} 6.911829
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 3.071063{col 31}{space 2} 1.396676{col 42}{space 1}    2.20{col 51}{space 3}0.028{col 59}{space 4} .3290242{col 72}{space 3} 5.813101
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.866169{col 31}{space 2} 1.701836{col 42}{space 1}    4.03{col 51}{space 3}0.000{col 59}{space 4} 3.525023{col 72}{space 3} 10.20731
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 6.025543{col 31}{space 2} 1.499713{col 42}{space 1}    4.02{col 51}{space 3}0.000{col 59}{space 4} 3.081216{col 72}{space 3} 8.969869
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.648183{col 31}{space 2} 1.604716{col 42}{space 1}    2.27{col 51}{space 3}0.023{col 59}{space 4} .4977082{col 72}{space 3} 6.798658
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .8333257{col 31}{space 2} 1.559016{col 42}{space 1}    0.53{col 51}{space 3}0.593{col 59}{space 4}-2.227427{col 72}{space 3} 3.894078
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-43.65719{col 31}{space 2} 15.33925{col 42}{space 1}   -2.85{col 51}{space 3}0.005{col 59}{space 4}-73.77212{col 72}{space 3}-13.54226
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-45.37358{col 31}{space 2} 2.937255{col 42}{space 1}  -15.45{col 51}{space 3}0.000{col 59}{space 4}-51.14017{col 72}{space 3}-39.60698
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 3.775086{col 31}{space 2} 4.342904{col 42}{space 1}    0.87{col 51}{space 3}0.385{col 59}{space 4}-4.751162{col 72}{space 3} 12.30133
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}-5.567098{col 31}{space 2} 37.74889{col 42}{space 1}   -0.15{col 51}{space 3}0.883{col 59}{space 4}-79.67796{col 72}{space 3} 68.54377
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-74.03221{col 31}{space 2} 20.67326{col 42}{space 1}   -3.58{col 51}{space 3}0.000{col 59}{space 4}-114.6192{col 72}{space 3}-33.44523
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 9.059131{col 31}{space 2} 39.75767{col 42}{space 1}    0.23{col 51}{space 3}0.820{col 59}{space 4} -68.9955{col 72}{space 3} 87.11376
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2} -125.479{col 31}{space 2} 37.06797{col 42}{space 1}   -3.39{col 51}{space 3}0.001{col 59}{space 4} -198.253{col 72}{space 3}-52.70494
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 14.22543{col 31}{space 2} 39.23301{col 42}{space 1}    0.36{col 51}{space 3}0.717{col 59}{space 4}-62.79916{col 72}{space 3} 91.25001
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 71.87644{col 31}{space 2} 48.22611{col 42}{space 1}    1.49{col 51}{space 3}0.137{col 59}{space 4}-22.80393{col 72}{space 3} 166.5568
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-75.72825{col 31}{space 2} 46.80452{col 42}{space 1}   -1.62{col 51}{space 3}0.106{col 59}{space 4}-167.6177{col 72}{space 3} 16.16117
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-24.66211{col 31}{space 2} 43.65237{col 42}{space 1}   -0.56{col 51}{space 3}0.572{col 59}{space 4} -110.363{col 72}{space 3} 61.03882
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 5.129905{col 31}{space 2} 6.764289{col 42}{space 1}    0.76{col 51}{space 3}0.448{col 59}{space 4} -8.15015{col 72}{space 3} 18.40996
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.33744{col 31}{space 2} 6.886837{col 42}{space 1}   -4.26{col 51}{space 3}0.000{col 59}{space 4}-42.85809{col 72}{space 3}-15.81679
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-7.216217{col 31}{space 2} 12.22751{col 42}{space 1}   -0.59{col 51}{space 3}0.555{col 59}{space 4}-31.22199{col 72}{space 3} 16.78956
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.32289{col 31}{space 2} 3.919003{col 42}{space 1}   -7.99{col 51}{space 3}0.000{col 59}{space 4}-39.01691{col 72}{space 3}-23.62887
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 74.77543{col 31}{space 2} 24.93404{col 42}{space 1}    3.00{col 51}{space 3}0.003{col 59}{space 4} 25.82342{col 72}{space 3} 123.7274
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: reg depvar hub_taa15 nhub_taa15 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(28, 721)        =  {res}   149.29
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7778
                                                {txt}Root MSE          =    {res} 4.7105

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa15 {c |}{col 19}{res}{space 2} .0479013{col 31}{space 2} .0224373{col 42}{space 1}    2.13{col 51}{space 3}0.033{col 59}{space 4} .0038511{col 72}{space 3} .0919515
{txt}{space 7}nhub_taa15 {c |}{col 19}{res}{space 2}-.0148043{col 31}{space 2} .0085937{col 42}{space 1}   -1.72{col 51}{space 3}0.085{col 59}{space 4}-.0316761{col 72}{space 3} .0020674
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-9.704613{col 31}{space 2} 3.784548{col 42}{space 1}   -2.56{col 51}{space 3}0.011{col 59}{space 4}-17.13466{col 72}{space 3}-2.274562
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0025793{col 31}{space 2} .0015697{col 42}{space 1}    1.64{col 51}{space 3}0.101{col 59}{space 4}-.0005024{col 72}{space 3} .0056611
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.213704{col 31}{space 2}  .911716{col 42}{space 1}   -3.52{col 51}{space 3}0.000{col 59}{space 4}-5.003639{col 72}{space 3}-1.423768
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2}-.0088421{col 31}{space 2} 1.552119{col 42}{space 1}   -0.01{col 51}{space 3}0.995{col 59}{space 4}-3.056054{col 72}{space 3}  3.03837
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.3975298{col 31}{space 2} 1.354805{col 42}{space 1}   -0.29{col 51}{space 3}0.769{col 59}{space 4}-3.057364{col 72}{space 3} 2.262304
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.442922{col 31}{space 2} 1.199723{col 42}{space 1}    2.04{col 51}{space 3}0.042{col 59}{space 4} .0875534{col 72}{space 3}  4.79829
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-2.078422{col 31}{space 2} 1.211232{col 42}{space 1}   -1.72{col 51}{space 3}0.087{col 59}{space 4}-4.456385{col 72}{space 3} .2995401
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.304679{col 31}{space 2} 1.497063{col 42}{space 1}    1.54{col 51}{space 3}0.124{col 59}{space 4}-.6344443{col 72}{space 3} 5.243802
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.349702{col 31}{space 2}  1.37977{col 42}{space 1}    0.98{col 51}{space 3}0.328{col 59}{space 4}-1.359145{col 72}{space 3} 4.058549
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .7934021{col 31}{space 2} 1.392291{col 42}{space 1}    0.57{col 51}{space 3}0.569{col 59}{space 4}-1.940027{col 72}{space 3} 3.526831
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.734746{col 31}{space 2} 1.284664{col 42}{space 1}   -1.35{col 51}{space 3}0.177{col 59}{space 4}-4.256876{col 72}{space 3} .7873838
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 4.882903{col 31}{space 2} 16.05085{col 42}{space 1}    0.30{col 51}{space 3}0.761{col 59}{space 4}-26.62909{col 72}{space 3}  36.3949
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.73996{col 31}{space 2} 2.818862{col 42}{space 1}  -19.06{col 51}{space 3}0.000{col 59}{space 4}-59.27412{col 72}{space 3} -48.2058
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.836202{col 31}{space 2} 4.920851{col 42}{space 1}    1.80{col 51}{space 3}0.073{col 59}{space 4}-.8247059{col 72}{space 3} 18.49711
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 64.81799{col 31}{space 2} 40.24833{col 42}{space 1}    1.61{col 51}{space 3}0.108{col 59}{space 4}-14.19993{col 72}{space 3} 143.8359
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 7.936784{col 31}{space 2} 19.06133{col 42}{space 1}    0.42{col 51}{space 3}0.677{col 59}{space 4}-29.48555{col 72}{space 3} 45.35912
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 116.5897{col 31}{space 2} 39.29774{col 42}{space 1}    2.97{col 51}{space 3}0.003{col 59}{space 4} 39.43801{col 72}{space 3} 193.7413
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-70.43881{col 31}{space 2} 37.80056{col 42}{space 1}   -1.86{col 51}{space 3}0.063{col 59}{space 4}-144.6511{col 72}{space 3} 3.773513
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 150.0154{col 31}{space 2} 42.22458{col 42}{space 1}    3.55{col 51}{space 3}0.000{col 59}{space 4} 67.11762{col 72}{space 3} 232.9132
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 57.60864{col 31}{space 2} 50.34287{col 42}{space 1}    1.14{col 51}{space 3}0.253{col 59}{space 4}-41.22749{col 72}{space 3} 156.4448
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 49.99426{col 31}{space 2} 53.68349{col 42}{space 1}    0.93{col 51}{space 3}0.352{col 59}{space 4}-55.40038{col 72}{space 3} 155.3889
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 50.88283{col 31}{space 2} 43.08635{col 42}{space 1}    1.18{col 51}{space 3}0.238{col 59}{space 4}-33.70687{col 72}{space 3} 135.4725
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-4.728358{col 31}{space 2} 5.658438{col 42}{space 1}   -0.84{col 51}{space 3}0.404{col 59}{space 4}-15.83734{col 72}{space 3} 6.380625
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-25.91195{col 31}{space 2}   6.1117{col 42}{space 1}   -4.24{col 51}{space 3}0.000{col 59}{space 4} -37.9108{col 72}{space 3}-13.91309
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.87974{col 31}{space 2} 12.56585{col 42}{space 1}   -0.95{col 51}{space 3}0.345{col 59}{space 4}-36.54977{col 72}{space 3}  12.7903
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.74496{col 31}{space 2} 3.336954{col 42}{space 1}   -8.91{col 51}{space 3}0.000{col 59}{space 4}-36.29627{col 72}{space 3}-23.19365
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-15.06326{col 31}{space 2} 24.79421{col 42}{space 1}   -0.61{col 51}{space 3}0.544{col 59}{space 4}-63.74072{col 72}{space 3} 33.61421
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: reg depvar hub_taa15 nhub_taa15 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(30, 721)        =  {res}   169.14
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8152
                                                {txt}Root MSE          =    {res} 4.2969

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa15 {c |}{col 19}{res}{space 2} .0386454{col 31}{space 2} .0181129{col 42}{space 1}    2.13{col 51}{space 3}0.033{col 59}{space 4} .0030851{col 72}{space 3} .0742058
{txt}{space 7}nhub_taa15 {c |}{col 19}{res}{space 2}-.0246476{col 31}{space 2} .0079642{col 42}{space 1}   -3.09{col 51}{space 3}0.002{col 59}{space 4}-.0402833{col 72}{space 3}-.0090118
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-3.103251{col 31}{space 2} 3.123475{col 42}{space 1}   -0.99{col 51}{space 3}0.321{col 59}{space 4}-9.235443{col 72}{space 3} 3.028941
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0037132{col 31}{space 2} .0015732{col 42}{space 1}    2.36{col 51}{space 3}0.019{col 59}{space 4} .0006247{col 72}{space 3} .0068017
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.240084{col 31}{space 2} .7579032{col 42}{space 1}   -5.59{col 51}{space 3}0.000{col 59}{space 4}-5.728045{col 72}{space 3}-2.752123
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1686525{col 31}{space 2} .0895363{col 42}{space 1}   -1.88{col 51}{space 3}0.060{col 59}{space 4}-.3444356{col 72}{space 3} .0071306
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1145874{col 31}{space 2} .0869209{col 42}{space 1}   -1.32{col 51}{space 3}0.188{col 59}{space 4}-.2852356{col 72}{space 3} .0560608
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.248916{col 31}{space 2} 1.645818{col 42}{space 1}    1.37{col 51}{space 3}0.172{col 59}{space 4}-.9822525{col 72}{space 3} 5.480084
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.123071{col 31}{space 2} 1.484213{col 42}{space 1}    0.76{col 51}{space 3}0.449{col 59}{space 4}-1.790825{col 72}{space 3} 4.036967
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.836097{col 31}{space 2} 1.479313{col 42}{space 1}    2.59{col 51}{space 3}0.010{col 59}{space 4}  .931821{col 72}{space 3} 6.740372
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 2.964713{col 31}{space 2} 1.398882{col 42}{space 1}    2.12{col 51}{space 3}0.034{col 59}{space 4} .2183451{col 72}{space 3} 5.711081
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.806505{col 31}{space 2} 1.700634{col 42}{space 1}    4.00{col 51}{space 3}0.000{col 59}{space 4}  3.46772{col 72}{space 3} 10.14529
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 5.886737{col 31}{space 2} 1.495837{col 42}{space 1}    3.94{col 51}{space 3}0.000{col 59}{space 4}  2.95002{col 72}{space 3} 8.823454
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.533129{col 31}{space 2} 1.612615{col 42}{space 1}    2.19{col 51}{space 3}0.029{col 59}{space 4} .3671479{col 72}{space 3}  6.69911
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .8049003{col 31}{space 2} 1.565384{col 42}{space 1}    0.51{col 51}{space 3}0.607{col 59}{space 4}-2.268356{col 72}{space 3} 3.878157
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-42.36458{col 31}{space 2} 15.19304{col 42}{space 1}   -2.79{col 51}{space 3}0.005{col 59}{space 4}-72.19247{col 72}{space 3} -12.5367
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-45.41638{col 31}{space 2}  2.91121{col 42}{space 1}  -15.60{col 51}{space 3}0.000{col 59}{space 4}-51.13184{col 72}{space 3}-39.70092
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2}   3.8282{col 31}{space 2} 4.361756{col 42}{space 1}    0.88{col 51}{space 3}0.380{col 59}{space 4} -4.73506{col 72}{space 3} 12.39146
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}-.5950882{col 31}{space 2} 37.97804{col 42}{space 1}   -0.02{col 51}{space 3}0.988{col 59}{space 4}-75.15584{col 72}{space 3} 73.96567
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-72.38076{col 31}{space 2} 20.51476{col 42}{space 1}   -3.53{col 51}{space 3}0.000{col 59}{space 4}-112.6566{col 72}{space 3}-32.10496
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 14.30324{col 31}{space 2} 39.87281{col 42}{space 1}    0.36{col 51}{space 3}0.720{col 59}{space 4}-63.97743{col 72}{space 3} 92.58392
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-125.2931{col 31}{space 2} 36.97966{col 42}{space 1}   -3.39{col 51}{space 3}0.001{col 59}{space 4}-197.8938{col 72}{space 3} -52.6924
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2}   16.153{col 31}{space 2} 39.34385{col 42}{space 1}    0.41{col 51}{space 3}0.682{col 59}{space 4}-61.08919{col 72}{space 3} 93.39518
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 75.79662{col 31}{space 2} 46.59443{col 42}{space 1}    1.63{col 51}{space 3}0.104{col 59}{space 4}-15.68036{col 72}{space 3} 167.2736
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-75.33733{col 31}{space 2} 45.79071{col 42}{space 1}   -1.65{col 51}{space 3}0.100{col 59}{space 4}-165.2364{col 72}{space 3} 14.56173
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} -20.4783{col 31}{space 2}  41.6129{col 42}{space 1}   -0.49{col 51}{space 3}0.623{col 59}{space 4}-102.1752{col 72}{space 3} 61.21862
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 5.205058{col 31}{space 2} 6.767736{col 42}{space 1}    0.77{col 51}{space 3}0.442{col 59}{space 4}-8.081764{col 72}{space 3} 18.49188
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.14216{col 31}{space 2} 6.888617{col 42}{space 1}   -4.23{col 51}{space 3}0.000{col 59}{space 4}-42.66631{col 72}{space 3}-15.61802
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-7.397478{col 31}{space 2} 12.26303{col 42}{space 1}   -0.60{col 51}{space 3}0.547{col 59}{space 4}  -31.473{col 72}{space 3} 16.67804
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.27037{col 31}{space 2} 3.891762{col 42}{space 1}   -8.04{col 51}{space 3}0.000{col 59}{space 4}-38.91091{col 72}{space 3}-23.62983
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 71.54609{col 31}{space 2} 24.83953{col 42}{space 1}    2.88{col 51}{space 3}0.004{col 59}{space 4} 22.77964{col 72}{space 3} 120.3125
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA26.tex", label keep(hub_taa15 nhub_taa15 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic ) order(hub_taa15 nhub_taa15 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *reg_midatl*")
{res}{txt}(note: file TableA26.tex not found)
(output written to {browse  `"TableA26.tex"'})

{com}. 
. * Table A27: Trade Shock to Industrial Hubs and Support for the Republican Party: 80th Percentile       
.         
. eststo clear 
{txt}
{com}. 
. eststo: reg depvar hub_taa20 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(27, 721)        =  {res}   153.27
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7772
                                                {txt}Root MSE          =    {res} 4.7157

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa20 {c |}{col 19}{res}{space 2}  .047152{col 31}{space 2} .0220088{col 42}{space 1}    2.14{col 51}{space 3}0.032{col 59}{space 4} .0039431{col 72}{space 3} .0903609
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-12.42421{col 31}{space 2} 3.826876{col 42}{space 1}   -3.25{col 51}{space 3}0.001{col 59}{space 4}-19.93736{col 72}{space 3}-4.911057
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0025843{col 31}{space 2} .0015805{col 42}{space 1}    1.64{col 51}{space 3}0.102{col 59}{space 4}-.0005186{col 72}{space 3} .0056872
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.126362{col 31}{space 2} .9085052{col 42}{space 1}   -3.44{col 51}{space 3}0.001{col 59}{space 4}-4.909994{col 72}{space 3}-1.342731
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2}-.0598326{col 31}{space 2} 1.557753{col 42}{space 1}   -0.04{col 51}{space 3}0.969{col 59}{space 4}-3.118107{col 72}{space 3} 2.998441
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.3784881{col 31}{space 2} 1.358618{col 42}{space 1}   -0.28{col 51}{space 3}0.781{col 59}{space 4}-3.045808{col 72}{space 3} 2.288832
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.479276{col 31}{space 2} 1.208448{col 42}{space 1}    2.05{col 51}{space 3}0.041{col 59}{space 4} .1067792{col 72}{space 3} 4.851773
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} -2.10648{col 31}{space 2} 1.219967{col 42}{space 1}   -1.73{col 51}{space 3}0.085{col 59}{space 4}-4.501592{col 72}{space 3} .2886331
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.328354{col 31}{space 2} 1.496806{col 42}{space 1}    1.56{col 51}{space 3}0.120{col 59}{space 4}-.6102661{col 72}{space 3} 5.266973
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.323378{col 31}{space 2}  1.39934{col 42}{space 1}    0.95{col 51}{space 3}0.345{col 59}{space 4}-1.423891{col 72}{space 3} 4.070647
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .6794165{col 31}{space 2} 1.405561{col 42}{space 1}    0.48{col 51}{space 3}0.629{col 59}{space 4}-2.080066{col 72}{space 3} 3.438899
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.883326{col 31}{space 2} 1.295323{col 42}{space 1}   -1.45{col 51}{space 3}0.146{col 59}{space 4}-4.426381{col 72}{space 3} .6597282
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 2.195521{col 31}{space 2} 15.84976{col 42}{space 1}    0.14{col 51}{space 3}0.890{col 59}{space 4}-28.92167{col 72}{space 3} 33.31272
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.26158{col 31}{space 2} 2.825422{col 42}{space 1}  -18.85{col 51}{space 3}0.000{col 59}{space 4}-58.80861{col 72}{space 3}-47.71454
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.957181{col 31}{space 2} 4.897315{col 42}{space 1}    1.83{col 51}{space 3}0.068{col 59}{space 4}-.6575197{col 72}{space 3} 18.57188
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 67.14307{col 31}{space 2} 40.14335{col 42}{space 1}    1.67{col 51}{space 3}0.095{col 59}{space 4}-11.66875{col 72}{space 3} 145.9549
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 6.339101{col 31}{space 2} 19.07751{col 42}{space 1}    0.33{col 51}{space 3}0.740{col 59}{space 4}  -31.115{col 72}{space 3}  43.7932
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 116.5508{col 31}{space 2}  39.3281{col 42}{space 1}    2.96{col 51}{space 3}0.003{col 59}{space 4} 39.33951{col 72}{space 3} 193.7621
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-72.98766{col 31}{space 2} 37.83019{col 42}{space 1}   -1.93{col 51}{space 3}0.054{col 59}{space 4}-147.2581{col 72}{space 3} 1.282822
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 148.2426{col 31}{space 2}  42.1674{col 42}{space 1}    3.52{col 51}{space 3}0.000{col 59}{space 4} 65.45703{col 72}{space 3} 231.0282
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 56.19283{col 31}{space 2} 50.10021{col 42}{space 1}    1.12{col 51}{space 3}0.262{col 59}{space 4}-42.16689{col 72}{space 3} 154.5525
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 52.59976{col 31}{space 2} 53.00934{col 42}{space 1}    0.99{col 51}{space 3}0.321{col 59}{space 4}-51.47135{col 72}{space 3} 156.6709
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}  50.7582{col 31}{space 2} 42.57024{col 42}{space 1}    1.19{col 51}{space 3}0.234{col 59}{space 4}-32.81824{col 72}{space 3} 134.3346
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-5.172193{col 31}{space 2}  5.69277{col 42}{space 1}   -0.91{col 51}{space 3}0.364{col 59}{space 4}-16.34858{col 72}{space 3} 6.004192
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.20324{col 31}{space 2} 6.164834{col 42}{space 1}   -4.25{col 51}{space 3}0.000{col 59}{space 4}-38.30641{col 72}{space 3}-14.10007
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.56277{col 31}{space 2} 12.55745{col 42}{space 1}   -0.92{col 51}{space 3}0.357{col 59}{space 4}-36.21631{col 72}{space 3} 13.09078
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.88003{col 31}{space 2} 3.355849{col 42}{space 1}   -8.90{col 51}{space 3}0.000{col 59}{space 4}-36.46843{col 72}{space 3}-23.29162
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-13.06063{col 31}{space 2} 24.71569{col 42}{space 1}   -0.53{col 51}{space 3}0.597{col 59}{space 4}-61.58395{col 72}{space 3} 35.46269
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: reg depvar hub_taa20 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   170.01
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8136
                                                {txt}Root MSE          =    {res} 4.3143

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa20 {c |}{col 19}{res}{space 2} .0375516{col 31}{space 2} .0183521{col 42}{space 1}    2.05{col 51}{space 3}0.041{col 59}{space 4} .0015217{col 72}{space 3} .0735816
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-7.713998{col 31}{space 2} 3.054693{col 42}{space 1}   -2.53{col 51}{space 3}0.012{col 59}{space 4}-13.71115{col 72}{space 3}-1.716843
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0036903{col 31}{space 2} .0015975{col 42}{space 1}    2.31{col 51}{space 3}0.021{col 59}{space 4}  .000554{col 72}{space 3} .0068266
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2} -4.08798{col 31}{space 2} .7635612{col 42}{space 1}   -5.35{col 51}{space 3}0.000{col 59}{space 4}-5.587048{col 72}{space 3}-2.588911
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1576441{col 31}{space 2} .0896932{col 42}{space 1}   -1.76{col 51}{space 3}0.079{col 59}{space 4} -.333735{col 72}{space 3} .0184469
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1213674{col 31}{space 2} .0870194{col 42}{space 1}   -1.39{col 51}{space 3}0.164{col 59}{space 4}-.2922091{col 72}{space 3} .0494744
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.119813{col 31}{space 2} 1.663722{col 42}{space 1}    1.27{col 51}{space 3}0.203{col 59}{space 4}-1.146505{col 72}{space 3} 5.386132
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.130889{col 31}{space 2} 1.496177{col 42}{space 1}    0.76{col 51}{space 3}0.450{col 59}{space 4}-1.806495{col 72}{space 3} 4.068273
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.876734{col 31}{space 2} 1.498908{col 42}{space 1}    2.59{col 51}{space 3}0.010{col 59}{space 4} .9339888{col 72}{space 3} 6.819479
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}  2.83804{col 31}{space 2} 1.420688{col 42}{space 1}    2.00{col 51}{space 3}0.046{col 59}{space 4} .0488611{col 72}{space 3} 5.627219
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.767734{col 31}{space 2} 1.706413{col 42}{space 1}    3.97{col 51}{space 3}0.000{col 59}{space 4} 3.417602{col 72}{space 3} 10.11787
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 5.808441{col 31}{space 2} 1.520634{col 42}{space 1}    3.82{col 51}{space 3}0.000{col 59}{space 4} 2.823042{col 72}{space 3} 8.793841
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.320258{col 31}{space 2} 1.625354{col 42}{space 1}    2.04{col 51}{space 3}0.041{col 59}{space 4} .1292653{col 72}{space 3}  6.51125
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .5223435{col 31}{space 2} 1.582899{col 42}{space 1}    0.33{col 51}{space 3}0.742{col 59}{space 4}-2.585298{col 72}{space 3} 3.629985
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-46.22111{col 31}{space 2} 15.16138{col 42}{space 1}   -3.05{col 51}{space 3}0.002{col 59}{space 4}-75.98684{col 72}{space 3}-16.45538
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-44.85935{col 31}{space 2} 2.949829{col 42}{space 1}  -15.21{col 51}{space 3}0.000{col 59}{space 4}-50.65063{col 72}{space 3}-39.06807
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 4.124978{col 31}{space 2} 4.345907{col 42}{space 1}    0.95{col 51}{space 3}0.343{col 59}{space 4}-4.407166{col 72}{space 3} 12.65712
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 4.633406{col 31}{space 2} 38.15474{col 42}{space 1}    0.12{col 51}{space 3}0.903{col 59}{space 4}-70.27426{col 72}{space 3} 79.54107
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-73.74468{col 31}{space 2} 20.68677{col 42}{space 1}   -3.56{col 51}{space 3}0.000{col 59}{space 4}-114.3582{col 72}{space 3}-33.13118
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 16.02617{col 31}{space 2} 40.15499{col 42}{space 1}    0.40{col 51}{space 3}0.690{col 59}{space 4}-62.80849{col 72}{space 3} 94.86084
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-128.7673{col 31}{space 2} 37.07896{col 42}{space 1}   -3.47{col 51}{space 3}0.001{col 59}{space 4}-201.5629{col 72}{space 3}-55.97167
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 15.19093{col 31}{space 2}  39.2908{col 42}{space 1}    0.39{col 51}{space 3}0.699{col 59}{space 4}-61.94711{col 72}{space 3} 92.32897
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2}  74.0616{col 31}{space 2} 46.42518{col 42}{space 1}    1.60{col 51}{space 3}0.111{col 59}{space 4}-17.08307{col 72}{space 3} 165.2063
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-70.18783{col 31}{space 2} 45.40183{col 42}{space 1}   -1.55{col 51}{space 3}0.123{col 59}{space 4}-159.3234{col 72}{space 3} 18.94775
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-18.78752{col 31}{space 2} 41.30623{col 42}{space 1}   -0.45{col 51}{space 3}0.649{col 59}{space 4}-99.88238{col 72}{space 3} 62.30734
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 4.442223{col 31}{space 2} 6.939214{col 42}{space 1}    0.64{col 51}{space 3}0.522{col 59}{space 4}-9.181255{col 72}{space 3}  18.0657
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.52963{col 31}{space 2} 7.021764{col 42}{space 1}   -4.21{col 51}{space 3}0.000{col 59}{space 4}-43.31518{col 72}{space 3}-15.74409
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-6.890035{col 31}{space 2} 12.34773{col 42}{space 1}   -0.56{col 51}{space 3}0.577{col 59}{space 4}-31.13184{col 72}{space 3} 17.35177
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2} -31.4908{col 31}{space 2} 4.035275{col 42}{space 1}   -7.80{col 51}{space 3}0.000{col 59}{space 4}-39.41309{col 72}{space 3}-23.56851
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 73.53876{col 31}{space 2} 24.89832{col 42}{space 1}    2.95{col 51}{space 3}0.003{col 59}{space 4} 24.65688{col 72}{space 3} 122.4206
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: reg depvar nhub_taa20 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(27, 721)        =  {res}   152.29
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7762
                                                {txt}Root MSE          =    {res}  4.726

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}nhub_taa20 {c |}{col 19}{res}{space 2}-.0141758{col 31}{space 2} .0086785{col 42}{space 1}   -1.63{col 51}{space 3}0.103{col 59}{space 4} -.031214{col 72}{space 3} .0028624
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-8.000966{col 31}{space 2} 3.702122{col 42}{space 1}   -2.16{col 51}{space 3}0.031{col 59}{space 4}-15.26919{col 72}{space 3}-.7327389
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0024901{col 31}{space 2} .0016013{col 42}{space 1}    1.56{col 51}{space 3}0.120{col 59}{space 4}-.0006537{col 72}{space 3} .0056339
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.188398{col 31}{space 2} .9282854{col 42}{space 1}   -3.43{col 51}{space 3}0.001{col 59}{space 4}-5.010863{col 72}{space 3}-1.365932
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} .0676973{col 31}{space 2} 1.557357{col 42}{space 1}    0.04{col 51}{space 3}0.965{col 59}{space 4}-2.989799{col 72}{space 3} 3.125194
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.2714808{col 31}{space 2} 1.397596{col 42}{space 1}   -0.19{col 51}{space 3}0.846{col 59}{space 4}-3.015325{col 72}{space 3} 2.472363
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.620007{col 31}{space 2} 1.207601{col 42}{space 1}    2.17{col 51}{space 3}0.030{col 59}{space 4} .2491722{col 72}{space 3} 4.990841
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-1.986796{col 31}{space 2} 1.205308{col 42}{space 1}   -1.65{col 51}{space 3}0.100{col 59}{space 4}-4.353128{col 72}{space 3} .3795367
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.343336{col 31}{space 2} 1.493538{col 42}{space 1}    1.57{col 51}{space 3}0.117{col 59}{space 4}-.5888666{col 72}{space 3} 5.275538
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.481675{col 31}{space 2} 1.376372{col 42}{space 1}    1.08{col 51}{space 3}0.282{col 59}{space 4}  -1.2205{col 72}{space 3}  4.18385
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .9122683{col 31}{space 2} 1.378082{col 42}{space 1}    0.66{col 51}{space 3}0.508{col 59}{space 4}-1.793265{col 72}{space 3} 3.617802
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.720136{col 31}{space 2} 1.275641{col 42}{space 1}   -1.35{col 51}{space 3}0.178{col 59}{space 4}-4.224551{col 72}{space 3} .7842792
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 3.675333{col 31}{space 2} 16.22488{col 42}{space 1}    0.23{col 51}{space 3}0.821{col 59}{space 4}-28.17832{col 72}{space 3} 35.52899
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.74284{col 31}{space 2} 2.829976{col 42}{space 1}  -18.99{col 51}{space 3}0.000{col 59}{space 4}-59.29882{col 72}{space 3}-48.18686
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.808534{col 31}{space 2} 4.907733{col 42}{space 1}    1.79{col 51}{space 3}0.073{col 59}{space 4}-.8266199{col 72}{space 3} 18.44369
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 59.13229{col 31}{space 2} 39.83173{col 42}{space 1}    1.48{col 51}{space 3}0.138{col 59}{space 4}-19.06774{col 72}{space 3} 137.3323
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 6.530789{col 31}{space 2} 19.14242{col 42}{space 1}    0.34{col 51}{space 3}0.733{col 59}{space 4}-31.05075{col 72}{space 3} 44.11233
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 110.8821{col 31}{space 2}  38.9859{col 42}{space 1}    2.84{col 51}{space 3}0.005{col 59}{space 4} 34.34262{col 72}{space 3} 187.4215
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-70.21501{col 31}{space 2} 37.86892{col 42}{space 1}   -1.85{col 51}{space 3}0.064{col 59}{space 4}-144.5615{col 72}{space 3}  4.13151
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 148.7129{col 31}{space 2}  42.2667{col 42}{space 1}    3.52{col 51}{space 3}0.000{col 59}{space 4} 65.73243{col 72}{space 3} 231.6934
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 52.50106{col 31}{space 2} 52.21619{col 42}{space 1}    1.01{col 51}{space 3}0.315{col 59}{space 4}-50.01288{col 72}{space 3}  155.015
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 50.63556{col 31}{space 2}  55.1152{col 42}{space 1}    0.92{col 51}{space 3}0.359{col 59}{space 4}-57.56989{col 72}{space 3}  158.841
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 46.17946{col 31}{space 2} 45.45575{col 42}{space 1}    1.02{col 51}{space 3}0.310{col 59}{space 4}-43.06199{col 72}{space 3} 135.4209
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-4.914896{col 31}{space 2} 5.621015{col 42}{space 1}   -0.87{col 51}{space 3}0.382{col 59}{space 4}-15.95041{col 72}{space 3} 6.120615
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.13295{col 31}{space 2}  6.07855{col 42}{space 1}   -4.30{col 51}{space 3}0.000{col 59}{space 4}-38.06673{col 72}{space 3}-14.19918
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.69658{col 31}{space 2} 12.55922{col 42}{space 1}   -0.93{col 51}{space 3}0.352{col 59}{space 4}-36.35359{col 72}{space 3} 12.96043
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.79561{col 31}{space 2} 3.364781{col 42}{space 1}   -8.86{col 51}{space 3}0.000{col 59}{space 4}-36.40155{col 72}{space 3}-23.18967
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} -11.7553{col 31}{space 2} 24.78449{col 42}{space 1}   -0.47{col 51}{space 3}0.635{col 59}{space 4}-60.41368{col 72}{space 3} 36.90308
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: reg depvar nhub_taa20 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   173.60
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8142
                                                {txt}Root MSE          =    {res} 4.3078

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}nhub_taa20 {c |}{col 19}{res}{space 2}-.0241997{col 31}{space 2} .0079815{col 42}{space 1}   -3.03{col 51}{space 3}0.003{col 59}{space 4}-.0398694{col 72}{space 3}  -.00853
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-1.689827{col 31}{space 2} 3.076041{col 42}{space 1}   -0.55{col 51}{space 3}0.583{col 59}{space 4}-7.728894{col 72}{space 3} 4.349241
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0036475{col 31}{space 2} .0015944{col 42}{space 1}    2.29{col 51}{space 3}0.022{col 59}{space 4} .0005174{col 72}{space 3} .0067776
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.227045{col 31}{space 2} .7658048{col 42}{space 1}   -5.52{col 51}{space 3}0.000{col 59}{space 4}-5.730519{col 72}{space 3}-2.723571
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1690249{col 31}{space 2} .0902744{col 42}{space 1}   -1.87{col 51}{space 3}0.062{col 59}{space 4} -.346257{col 72}{space 3} .0082072
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1160673{col 31}{space 2} .0870467{col 42}{space 1}   -1.33{col 51}{space 3}0.183{col 59}{space 4}-.2869625{col 72}{space 3} .0548279
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.324367{col 31}{space 2}   1.6498{col 42}{space 1}    1.41{col 51}{space 3}0.159{col 59}{space 4}-.9146184{col 72}{space 3} 5.563352
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.234472{col 31}{space 2} 1.518511{col 42}{space 1}    0.81{col 51}{space 3}0.417{col 59}{space 4}-1.746759{col 72}{space 3} 4.215702
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.987976{col 31}{space 2} 1.489285{col 42}{space 1}    2.68{col 51}{space 3}0.008{col 59}{space 4} 1.064123{col 72}{space 3} 6.911829
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 3.071063{col 31}{space 2} 1.396676{col 42}{space 1}    2.20{col 51}{space 3}0.028{col 59}{space 4} .3290242{col 72}{space 3} 5.813101
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.866169{col 31}{space 2} 1.701836{col 42}{space 1}    4.03{col 51}{space 3}0.000{col 59}{space 4} 3.525023{col 72}{space 3} 10.20731
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 6.025543{col 31}{space 2} 1.499713{col 42}{space 1}    4.02{col 51}{space 3}0.000{col 59}{space 4} 3.081216{col 72}{space 3} 8.969869
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.648183{col 31}{space 2} 1.604716{col 42}{space 1}    2.27{col 51}{space 3}0.023{col 59}{space 4} .4977082{col 72}{space 3} 6.798658
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .8333257{col 31}{space 2} 1.559016{col 42}{space 1}    0.53{col 51}{space 3}0.593{col 59}{space 4}-2.227427{col 72}{space 3} 3.894078
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-43.65719{col 31}{space 2} 15.33925{col 42}{space 1}   -2.85{col 51}{space 3}0.005{col 59}{space 4}-73.77212{col 72}{space 3}-13.54226
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-45.37358{col 31}{space 2} 2.937255{col 42}{space 1}  -15.45{col 51}{space 3}0.000{col 59}{space 4}-51.14017{col 72}{space 3}-39.60698
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 3.775086{col 31}{space 2} 4.342904{col 42}{space 1}    0.87{col 51}{space 3}0.385{col 59}{space 4}-4.751162{col 72}{space 3} 12.30133
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}-5.567098{col 31}{space 2} 37.74889{col 42}{space 1}   -0.15{col 51}{space 3}0.883{col 59}{space 4}-79.67796{col 72}{space 3} 68.54377
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-74.03221{col 31}{space 2} 20.67326{col 42}{space 1}   -3.58{col 51}{space 3}0.000{col 59}{space 4}-114.6192{col 72}{space 3}-33.44523
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 9.059131{col 31}{space 2} 39.75767{col 42}{space 1}    0.23{col 51}{space 3}0.820{col 59}{space 4} -68.9955{col 72}{space 3} 87.11376
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2} -125.479{col 31}{space 2} 37.06797{col 42}{space 1}   -3.39{col 51}{space 3}0.001{col 59}{space 4} -198.253{col 72}{space 3}-52.70494
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 14.22543{col 31}{space 2} 39.23301{col 42}{space 1}    0.36{col 51}{space 3}0.717{col 59}{space 4}-62.79916{col 72}{space 3} 91.25001
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 71.87644{col 31}{space 2} 48.22611{col 42}{space 1}    1.49{col 51}{space 3}0.137{col 59}{space 4}-22.80393{col 72}{space 3} 166.5568
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-75.72825{col 31}{space 2} 46.80452{col 42}{space 1}   -1.62{col 51}{space 3}0.106{col 59}{space 4}-167.6177{col 72}{space 3} 16.16117
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-24.66211{col 31}{space 2} 43.65237{col 42}{space 1}   -0.56{col 51}{space 3}0.572{col 59}{space 4} -110.363{col 72}{space 3} 61.03882
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 5.129905{col 31}{space 2} 6.764289{col 42}{space 1}    0.76{col 51}{space 3}0.448{col 59}{space 4} -8.15015{col 72}{space 3} 18.40996
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.33744{col 31}{space 2} 6.886837{col 42}{space 1}   -4.26{col 51}{space 3}0.000{col 59}{space 4}-42.85809{col 72}{space 3}-15.81679
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-7.216217{col 31}{space 2} 12.22751{col 42}{space 1}   -0.59{col 51}{space 3}0.555{col 59}{space 4}-31.22199{col 72}{space 3} 16.78956
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.32289{col 31}{space 2} 3.919003{col 42}{space 1}   -7.99{col 51}{space 3}0.000{col 59}{space 4}-39.01691{col 72}{space 3}-23.62887
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 74.77543{col 31}{space 2} 24.93404{col 42}{space 1}    3.00{col 51}{space 3}0.003{col 59}{space 4} 25.82342{col 72}{space 3} 123.7274
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: reg depvar hub_taa20 nhub_taa20 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(28, 721)        =  {res}   149.29
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7778
                                                {txt}Root MSE          =    {res} 4.7105

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa20 {c |}{col 19}{res}{space 2} .0479013{col 31}{space 2} .0224373{col 42}{space 1}    2.13{col 51}{space 3}0.033{col 59}{space 4} .0038511{col 72}{space 3} .0919515
{txt}{space 7}nhub_taa20 {c |}{col 19}{res}{space 2}-.0148043{col 31}{space 2} .0085937{col 42}{space 1}   -1.72{col 51}{space 3}0.085{col 59}{space 4}-.0316761{col 72}{space 3} .0020674
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-9.704613{col 31}{space 2} 3.784548{col 42}{space 1}   -2.56{col 51}{space 3}0.011{col 59}{space 4}-17.13466{col 72}{space 3}-2.274562
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0025793{col 31}{space 2} .0015697{col 42}{space 1}    1.64{col 51}{space 3}0.101{col 59}{space 4}-.0005024{col 72}{space 3} .0056611
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.213704{col 31}{space 2}  .911716{col 42}{space 1}   -3.52{col 51}{space 3}0.000{col 59}{space 4}-5.003639{col 72}{space 3}-1.423768
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2}-.0088421{col 31}{space 2} 1.552119{col 42}{space 1}   -0.01{col 51}{space 3}0.995{col 59}{space 4}-3.056054{col 72}{space 3}  3.03837
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.3975298{col 31}{space 2} 1.354805{col 42}{space 1}   -0.29{col 51}{space 3}0.769{col 59}{space 4}-3.057364{col 72}{space 3} 2.262304
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.442922{col 31}{space 2} 1.199723{col 42}{space 1}    2.04{col 51}{space 3}0.042{col 59}{space 4} .0875534{col 72}{space 3}  4.79829
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-2.078422{col 31}{space 2} 1.211232{col 42}{space 1}   -1.72{col 51}{space 3}0.087{col 59}{space 4}-4.456385{col 72}{space 3} .2995401
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.304679{col 31}{space 2} 1.497063{col 42}{space 1}    1.54{col 51}{space 3}0.124{col 59}{space 4}-.6344443{col 72}{space 3} 5.243802
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.349702{col 31}{space 2}  1.37977{col 42}{space 1}    0.98{col 51}{space 3}0.328{col 59}{space 4}-1.359145{col 72}{space 3} 4.058549
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .7934021{col 31}{space 2} 1.392291{col 42}{space 1}    0.57{col 51}{space 3}0.569{col 59}{space 4}-1.940027{col 72}{space 3} 3.526831
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.734746{col 31}{space 2} 1.284664{col 42}{space 1}   -1.35{col 51}{space 3}0.177{col 59}{space 4}-4.256876{col 72}{space 3} .7873838
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 4.882903{col 31}{space 2} 16.05085{col 42}{space 1}    0.30{col 51}{space 3}0.761{col 59}{space 4}-26.62909{col 72}{space 3}  36.3949
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.73996{col 31}{space 2} 2.818862{col 42}{space 1}  -19.06{col 51}{space 3}0.000{col 59}{space 4}-59.27412{col 72}{space 3} -48.2058
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.836202{col 31}{space 2} 4.920851{col 42}{space 1}    1.80{col 51}{space 3}0.073{col 59}{space 4}-.8247059{col 72}{space 3} 18.49711
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 64.81799{col 31}{space 2} 40.24833{col 42}{space 1}    1.61{col 51}{space 3}0.108{col 59}{space 4}-14.19993{col 72}{space 3} 143.8359
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 7.936784{col 31}{space 2} 19.06133{col 42}{space 1}    0.42{col 51}{space 3}0.677{col 59}{space 4}-29.48555{col 72}{space 3} 45.35912
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 116.5897{col 31}{space 2} 39.29774{col 42}{space 1}    2.97{col 51}{space 3}0.003{col 59}{space 4} 39.43801{col 72}{space 3} 193.7413
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-70.43881{col 31}{space 2} 37.80056{col 42}{space 1}   -1.86{col 51}{space 3}0.063{col 59}{space 4}-144.6511{col 72}{space 3} 3.773513
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 150.0154{col 31}{space 2} 42.22458{col 42}{space 1}    3.55{col 51}{space 3}0.000{col 59}{space 4} 67.11762{col 72}{space 3} 232.9132
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 57.60864{col 31}{space 2} 50.34287{col 42}{space 1}    1.14{col 51}{space 3}0.253{col 59}{space 4}-41.22749{col 72}{space 3} 156.4448
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 49.99426{col 31}{space 2} 53.68349{col 42}{space 1}    0.93{col 51}{space 3}0.352{col 59}{space 4}-55.40038{col 72}{space 3} 155.3889
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 50.88283{col 31}{space 2} 43.08635{col 42}{space 1}    1.18{col 51}{space 3}0.238{col 59}{space 4}-33.70687{col 72}{space 3} 135.4725
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-4.728358{col 31}{space 2} 5.658438{col 42}{space 1}   -0.84{col 51}{space 3}0.404{col 59}{space 4}-15.83734{col 72}{space 3} 6.380625
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-25.91195{col 31}{space 2}   6.1117{col 42}{space 1}   -4.24{col 51}{space 3}0.000{col 59}{space 4} -37.9108{col 72}{space 3}-13.91309
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.87974{col 31}{space 2} 12.56585{col 42}{space 1}   -0.95{col 51}{space 3}0.345{col 59}{space 4}-36.54977{col 72}{space 3}  12.7903
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.74496{col 31}{space 2} 3.336954{col 42}{space 1}   -8.91{col 51}{space 3}0.000{col 59}{space 4}-36.29627{col 72}{space 3}-23.19365
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-15.06326{col 31}{space 2} 24.79421{col 42}{space 1}   -0.61{col 51}{space 3}0.544{col 59}{space 4}-63.74072{col 72}{space 3} 33.61421
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: reg depvar hub_taa20 nhub_taa20 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(30, 721)        =  {res}   169.14
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8152
                                                {txt}Root MSE          =    {res} 4.2969

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}hub_taa20 {c |}{col 19}{res}{space 2} .0386454{col 31}{space 2} .0181129{col 42}{space 1}    2.13{col 51}{space 3}0.033{col 59}{space 4} .0030851{col 72}{space 3} .0742058
{txt}{space 7}nhub_taa20 {c |}{col 19}{res}{space 2}-.0246476{col 31}{space 2} .0079642{col 42}{space 1}   -3.09{col 51}{space 3}0.002{col 59}{space 4}-.0402833{col 72}{space 3}-.0090118
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-3.103251{col 31}{space 2} 3.123475{col 42}{space 1}   -0.99{col 51}{space 3}0.321{col 59}{space 4}-9.235443{col 72}{space 3} 3.028941
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0037132{col 31}{space 2} .0015732{col 42}{space 1}    2.36{col 51}{space 3}0.019{col 59}{space 4} .0006247{col 72}{space 3} .0068017
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.240084{col 31}{space 2} .7579032{col 42}{space 1}   -5.59{col 51}{space 3}0.000{col 59}{space 4}-5.728045{col 72}{space 3}-2.752123
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1686525{col 31}{space 2} .0895363{col 42}{space 1}   -1.88{col 51}{space 3}0.060{col 59}{space 4}-.3444356{col 72}{space 3} .0071306
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1145874{col 31}{space 2} .0869209{col 42}{space 1}   -1.32{col 51}{space 3}0.188{col 59}{space 4}-.2852356{col 72}{space 3} .0560608
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.248916{col 31}{space 2} 1.645818{col 42}{space 1}    1.37{col 51}{space 3}0.172{col 59}{space 4}-.9822525{col 72}{space 3} 5.480084
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.123071{col 31}{space 2} 1.484213{col 42}{space 1}    0.76{col 51}{space 3}0.449{col 59}{space 4}-1.790825{col 72}{space 3} 4.036967
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.836097{col 31}{space 2} 1.479313{col 42}{space 1}    2.59{col 51}{space 3}0.010{col 59}{space 4}  .931821{col 72}{space 3} 6.740372
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 2.964713{col 31}{space 2} 1.398882{col 42}{space 1}    2.12{col 51}{space 3}0.034{col 59}{space 4} .2183451{col 72}{space 3} 5.711081
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.806505{col 31}{space 2} 1.700634{col 42}{space 1}    4.00{col 51}{space 3}0.000{col 59}{space 4}  3.46772{col 72}{space 3} 10.14529
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 5.886737{col 31}{space 2} 1.495837{col 42}{space 1}    3.94{col 51}{space 3}0.000{col 59}{space 4}  2.95002{col 72}{space 3} 8.823454
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.533129{col 31}{space 2} 1.612615{col 42}{space 1}    2.19{col 51}{space 3}0.029{col 59}{space 4} .3671479{col 72}{space 3}  6.69911
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .8049003{col 31}{space 2} 1.565384{col 42}{space 1}    0.51{col 51}{space 3}0.607{col 59}{space 4}-2.268356{col 72}{space 3} 3.878157
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-42.36458{col 31}{space 2} 15.19304{col 42}{space 1}   -2.79{col 51}{space 3}0.005{col 59}{space 4}-72.19247{col 72}{space 3} -12.5367
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-45.41638{col 31}{space 2}  2.91121{col 42}{space 1}  -15.60{col 51}{space 3}0.000{col 59}{space 4}-51.13184{col 72}{space 3}-39.70092
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2}   3.8282{col 31}{space 2} 4.361756{col 42}{space 1}    0.88{col 51}{space 3}0.380{col 59}{space 4} -4.73506{col 72}{space 3} 12.39146
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2}-.5950882{col 31}{space 2} 37.97804{col 42}{space 1}   -0.02{col 51}{space 3}0.988{col 59}{space 4}-75.15584{col 72}{space 3} 73.96567
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-72.38076{col 31}{space 2} 20.51476{col 42}{space 1}   -3.53{col 51}{space 3}0.000{col 59}{space 4}-112.6566{col 72}{space 3}-32.10496
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 14.30324{col 31}{space 2} 39.87281{col 42}{space 1}    0.36{col 51}{space 3}0.720{col 59}{space 4}-63.97743{col 72}{space 3} 92.58392
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-125.2931{col 31}{space 2} 36.97966{col 42}{space 1}   -3.39{col 51}{space 3}0.001{col 59}{space 4}-197.8938{col 72}{space 3} -52.6924
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2}   16.153{col 31}{space 2} 39.34385{col 42}{space 1}    0.41{col 51}{space 3}0.682{col 59}{space 4}-61.08919{col 72}{space 3} 93.39518
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 75.79662{col 31}{space 2} 46.59443{col 42}{space 1}    1.63{col 51}{space 3}0.104{col 59}{space 4}-15.68036{col 72}{space 3} 167.2736
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-75.33733{col 31}{space 2} 45.79071{col 42}{space 1}   -1.65{col 51}{space 3}0.100{col 59}{space 4}-165.2364{col 72}{space 3} 14.56173
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} -20.4783{col 31}{space 2}  41.6129{col 42}{space 1}   -0.49{col 51}{space 3}0.623{col 59}{space 4}-102.1752{col 72}{space 3} 61.21862
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 5.205058{col 31}{space 2} 6.767736{col 42}{space 1}    0.77{col 51}{space 3}0.442{col 59}{space 4}-8.081764{col 72}{space 3} 18.49188
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.14216{col 31}{space 2} 6.888617{col 42}{space 1}   -4.23{col 51}{space 3}0.000{col 59}{space 4}-42.66631{col 72}{space 3}-15.61802
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-7.397478{col 31}{space 2} 12.26303{col 42}{space 1}   -0.60{col 51}{space 3}0.547{col 59}{space 4}  -31.473{col 72}{space 3} 16.67804
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.27037{col 31}{space 2} 3.891762{col 42}{space 1}   -8.04{col 51}{space 3}0.000{col 59}{space 4}-38.91091{col 72}{space 3}-23.62983
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 71.54609{col 31}{space 2} 24.83953{col 42}{space 1}    2.88{col 51}{space 3}0.004{col 59}{space 4} 22.77964{col 72}{space 3} 120.3125
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA27.tex", label keep(hub_taa20 nhub_taa20 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic ) order(hub_taa20 nhub_taa20 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *reg_midatl*")
{res}{txt}(note: file TableA27.tex not found)
(output written to {browse  `"TableA27.tex"'})

{com}. 
. * Table A28: Trade Shock to Industrial Hubs and Support for the Republican Party: Controlling for Chinese Imports Shock
. 
. eststo clear 
{txt}
{com}. 
. eststo: reg depvar hub_taa10 d_imp_usch_pd_0008 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(28, 721)        =  {res}   162.29
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7773
                                                {txt}Root MSE          =    {res} 4.7151

{txt}{ralign 84:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 1}            depvar{col 20}{c |}      Coef.{col 32}   Std. Err.{col 44}      t{col 52}   P>|t|{col 60}     [95% Con{col 73}f. Interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa10 {c |}{col 20}{res}{space 2} .0475351{col 32}{space 2} .0224308{col 43}{space 1}    2.12{col 52}{space 3}0.034{col 60}{space 4} .0034976{col 73}{space 3} .0915726
{txt}d_imp_usch_pd_0008 {c |}{col 20}{res}{space 2} .2007559{col 32}{space 2} .4037852{col 43}{space 1}    0.50{col 52}{space 3}0.619{col 60}{space 4}-.5919794{col 73}{space 3} .9934911
{txt}{space 1}l_shind_manuf_cbp {c |}{col 20}{res}{space 2} -13.7525{col 32}{space 2} 4.681287{col 43}{space 1}   -2.94{col 52}{space 3}0.003{col 60}{space 4}-22.94308{col 73}{space 3} -4.56192
{txt}{space 4}l_sh_routine33 {c |}{col 20}{res}{space 2} .0026043{col 32}{space 2} .0015725{col 43}{space 1}    1.66{col 52}{space 3}0.098{col 60}{space 4} -.000483{col 73}{space 3} .0056916
{txt}{space 2}l_task_outsource {c |}{col 20}{res}{space 2}-3.182311{col 32}{space 2} .9157988{col 43}{space 1}   -3.47{col 52}{space 3}0.001{col 60}{space 4}-4.980262{col 73}{space 3} -1.38436
{txt}{space 8}reg_midatl {c |}{col 20}{res}{space 2}-.0349683{col 32}{space 2} 1.569985{col 43}{space 1}   -0.02{col 52}{space 3}0.982{col 60}{space 4}-3.117257{col 73}{space 3} 3.047321
{txt}{space 9}reg_encen {c |}{col 20}{res}{space 2}  -.32494{col 32}{space 2} 1.371365{col 43}{space 1}   -0.24{col 52}{space 3}0.813{col 60}{space 4}-3.017286{col 73}{space 3} 2.367406
{txt}{space 9}reg_wncen {c |}{col 20}{res}{space 2} 2.535697{col 32}{space 2} 1.226334{col 43}{space 1}    2.07{col 52}{space 3}0.039{col 60}{space 4} .1280846{col 73}{space 3}  4.94331
{txt}{space 10}reg_satl {c |}{col 20}{res}{space 2}-2.100274{col 32}{space 2} 1.227001{col 43}{space 1}   -1.71{col 52}{space 3}0.087{col 60}{space 4}-4.509196{col 73}{space 3} .3086478
{txt}{space 9}reg_escen {c |}{col 20}{res}{space 2}  2.31668{col 32}{space 2} 1.498322{col 43}{space 1}    1.55{col 52}{space 3}0.122{col 60}{space 4} -.624915{col 73}{space 3} 5.258276
{txt}{space 9}reg_wscen {c |}{col 20}{res}{space 2} 1.340176{col 32}{space 2} 1.412504{col 43}{space 1}    0.95{col 52}{space 3}0.343{col 60}{space 4}-1.432937{col 73}{space 3} 4.113289
{txt}{space 9}reg_mount {c |}{col 20}{res}{space 2} .7166828{col 32}{space 2} 1.414788{col 43}{space 1}    0.51{col 52}{space 3}0.613{col 60}{space 4}-2.060913{col 73}{space 3} 3.494278
{txt}{space 9}reg_pacif {c |}{col 20}{res}{space 2}-1.840964{col 32}{space 2} 1.309482{col 43}{space 1}   -1.41{col 52}{space 3}0.160{col 60}{space 4}-4.411817{col 73}{space 3} .7298888
{txt}{space 8}l_sh_pop_f {c |}{col 20}{res}{space 2} 2.072654{col 32}{space 2} 15.89935{col 43}{space 1}    0.13{col 52}{space 3}0.896{col 60}{space 4}-29.14189{col 73}{space 3}  33.2872
{txt}{space 4}l_sh_pop_edu_c {c |}{col 20}{res}{space 2}-53.26663{col 32}{space 2} 2.822473{col 43}{space 1}  -18.87{col 52}{space 3}0.000{col 60}{space 4}-58.80788{col 73}{space 3}-47.72538
{txt}{space 8}l_sh_fborn {c |}{col 20}{res}{space 2}  8.90244{col 32}{space 2} 4.894193{col 43}{space 1}    1.82{col 52}{space 3}0.069{col 60}{space 4}-.7061314{col 73}{space 3} 18.51101
{txt}{space 1}l_sh_pop_age_1019 {c |}{col 20}{res}{space 2} 67.41521{col 32}{space 2} 40.13914{col 43}{space 1}    1.68{col 52}{space 3}0.093{col 60}{space 4}-11.38834{col 73}{space 3} 146.2188
{txt}{space 1}l_sh_pop_age_2029 {c |}{col 20}{res}{space 2} 6.067712{col 32}{space 2} 19.05433{col 43}{space 1}    0.32{col 52}{space 3}0.750{col 60}{space 4}-31.34089{col 73}{space 3} 43.47632
{txt}{space 1}l_sh_pop_age_3039 {c |}{col 20}{res}{space 2} 116.7636{col 32}{space 2} 39.35887{col 43}{space 1}    2.97{col 52}{space 3}0.003{col 60}{space 4} 39.49195{col 73}{space 3} 194.0353
{txt}{space 1}l_sh_pop_age_4049 {c |}{col 20}{res}{space 2} -73.6339{col 32}{space 2}  37.8512{col 43}{space 1}   -1.95{col 52}{space 3}0.052{col 60}{space 4}-147.9456{col 73}{space 3}  .677842
{txt}{space 1}l_sh_pop_age_5059 {c |}{col 20}{res}{space 2} 149.3738{col 32}{space 2} 42.18385{col 43}{space 1}    3.54{col 52}{space 3}0.000{col 60}{space 4} 66.55599{col 73}{space 3} 232.1917
{txt}{space 1}l_sh_pop_age_6069 {c |}{col 20}{res}{space 2} 55.04205{col 32}{space 2} 49.78846{col 43}{space 1}    1.11{col 52}{space 3}0.269{col 60}{space 4}-42.70563{col 73}{space 3} 152.7897
{txt}{space 1}l_sh_pop_age_7079 {c |}{col 20}{res}{space 2} 53.12702{col 32}{space 2} 52.85686{col 43}{space 1}    1.01{col 52}{space 3}0.315{col 60}{space 4}-50.64473{col 73}{space 3} 156.8988
{txt}{space 1}l_sh_pop_age_8000 {c |}{col 20}{res}{space 2} 50.55246{col 32}{space 2} 42.44463{col 43}{space 1}    1.19{col 52}{space 3}0.234{col 60}{space 4}-32.77736{col 73}{space 3} 133.8823
{txt}{space 4}l_sh_pop_white {c |}{col 20}{res}{space 2}-5.115258{col 32}{space 2} 5.679112{col 43}{space 1}   -0.90{col 52}{space 3}0.368{col 60}{space 4}-16.26483{col 73}{space 3} 6.034314
{txt}{space 4}l_sh_pop_black {c |}{col 20}{res}{space 2} -26.0749{col 32}{space 2} 6.121283{col 43}{space 1}   -4.26{col 52}{space 3}0.000{col 60}{space 4}-38.09257{col 73}{space 3}-14.05724
{txt}{space 4}l_sh_pop_asian {c |}{col 20}{res}{space 2}-11.43231{col 32}{space 2}  12.5516{col 43}{space 1}   -0.91{col 52}{space 3}0.363{col 60}{space 4}-36.07437{col 73}{space 3} 13.20975
{txt}{space 1}l_sh_pop_hispanic {c |}{col 20}{res}{space 2}-29.92067{col 32}{space 2} 3.363352{col 43}{space 1}   -8.90{col 52}{space 3}0.000{col 60}{space 4} -36.5238{col 73}{space 3}-23.31753
{txt}{space 13}_cons {c |}{col 20}{res}{space 2}-13.10865{col 32}{space 2} 24.72655{col 43}{space 1}   -0.53{col 52}{space 3}0.596{col 60}{space 4}-61.65329{col 73}{space 3} 35.43598
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: reg depvar hub_taa10 d_imp_usch_pd_0008 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000  reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(30, 721)        =  {res}   172.82
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8138
                                                {txt}Root MSE          =    {res} 4.3135

{txt}{ralign 84:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 1}            depvar{col 20}{c |}      Coef.{col 32}   Std. Err.{col 44}      t{col 52}   P>|t|{col 60}     [95% Con{col 73}f. Interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa10 {c |}{col 20}{res}{space 2} .0373466{col 32}{space 2} .0188417{col 43}{space 1}    1.98{col 52}{space 3}0.048{col 60}{space 4} .0003555{col 73}{space 3} .0743377
{txt}d_imp_usch_pd_0008 {c |}{col 20}{res}{space 2} .2600748{col 32}{space 2} .3874506{col 43}{space 1}    0.67{col 52}{space 3}0.502{col 60}{space 4}-.5005914{col 73}{space 3} 1.020741
{txt}{space 1}l_shind_manuf_cbp {c |}{col 20}{res}{space 2}-9.406324{col 32}{space 2} 4.009873{col 43}{space 1}   -2.35{col 52}{space 3}0.019{col 60}{space 4}-17.27875{col 73}{space 3}-1.533901
{txt}{space 4}l_sh_routine33 {c |}{col 20}{res}{space 2} .0037141{col 32}{space 2}  .001585{col 43}{space 1}    2.34{col 52}{space 3}0.019{col 60}{space 4} .0006023{col 73}{space 3} .0068259
{txt}{space 2}l_task_outsource {c |}{col 20}{res}{space 2}-4.160319{col 32}{space 2} .7665635{col 43}{space 1}   -5.43{col 52}{space 3}0.000{col 60}{space 4}-5.665283{col 73}{space 3}-2.655356
{txt}{space 5}shnr_pres1996 {c |}{col 20}{res}{space 2}-.1574871{col 32}{space 2} .0898332{col 43}{space 1}   -1.75{col 52}{space 3}0.080{col 60}{space 4} -.333853{col 73}{space 3} .0188788
{txt}{space 5}shnr_pres2000 {c |}{col 20}{res}{space 2}-.1215668{col 32}{space 2} .0870939{col 43}{space 1}   -1.40{col 52}{space 3}0.163{col 60}{space 4}-.2925547{col 73}{space 3}  .049421
{txt}{space 8}reg_midatl {c |}{col 20}{res}{space 2} 2.152212{col 32}{space 2} 1.686451{col 43}{space 1}    1.28{col 52}{space 3}0.202{col 60}{space 4}-1.158729{col 73}{space 3} 5.463153
{txt}{space 9}reg_encen {c |}{col 20}{res}{space 2} 1.202575{col 32}{space 2} 1.533359{col 43}{space 1}    0.78{col 52}{space 3}0.433{col 60}{space 4}-1.807807{col 73}{space 3} 4.212956
{txt}{space 9}reg_wncen {c |}{col 20}{res}{space 2} 3.951472{col 32}{space 2} 1.524974{col 43}{space 1}    2.59{col 52}{space 3}0.010{col 60}{space 4} .9575521{col 73}{space 3} 6.945392
{txt}{space 10}reg_satl {c |}{col 20}{res}{space 2} 2.848359{col 32}{space 2} 1.436147{col 43}{space 1}    1.98{col 52}{space 3}0.048{col 60}{space 4} .0288296{col 73}{space 3} 5.667889
{txt}{space 9}reg_escen {c |}{col 20}{res}{space 2} 6.754335{col 32}{space 2}    1.713{col 43}{space 1}    3.94{col 52}{space 3}0.000{col 60}{space 4} 3.391271{col 73}{space 3}  10.1174
{txt}{space 9}reg_wscen {c |}{col 20}{res}{space 2} 5.833006{col 32}{space 2} 1.537863{col 43}{space 1}    3.79{col 52}{space 3}0.000{col 60}{space 4} 2.813781{col 73}{space 3} 8.852231
{txt}{space 9}reg_mount {c |}{col 20}{res}{space 2}  3.37126{col 32}{space 2} 1.645157{col 43}{space 1}    2.05{col 52}{space 3}0.041{col 60}{space 4} .1413902{col 73}{space 3}  6.60113
{txt}{space 9}reg_pacif {c |}{col 20}{res}{space 2} .5776149{col 32}{space 2} 1.606518{col 43}{space 1}    0.36{col 52}{space 3}0.719{col 60}{space 4}-2.576397{col 73}{space 3} 3.731627
{txt}{space 8}l_sh_pop_f {c |}{col 20}{res}{space 2}-46.40979{col 32}{space 2} 15.20314{col 43}{space 1}   -3.05{col 52}{space 3}0.002{col 60}{space 4}-76.25751{col 73}{space 3}-16.56208
{txt}{space 4}l_sh_pop_edu_c {c |}{col 20}{res}{space 2}-44.86619{col 32}{space 2} 2.948274{col 43}{space 1}  -15.22{col 52}{space 3}0.000{col 60}{space 4}-50.65442{col 73}{space 3}-39.07796
{txt}{space 8}l_sh_fborn {c |}{col 20}{res}{space 2} 4.055861{col 32}{space 2} 4.343204{col 43}{space 1}    0.93{col 52}{space 3}0.351{col 60}{space 4}-4.470976{col 73}{space 3}  12.5827
{txt}{space 1}l_sh_pop_age_1019 {c |}{col 20}{res}{space 2} 4.885964{col 32}{space 2} 38.15413{col 43}{space 1}    0.13{col 52}{space 3}0.898{col 60}{space 4} -70.0205{col 73}{space 3} 79.79243
{txt}{space 1}l_sh_pop_age_2029 {c |}{col 20}{res}{space 2}-74.13492{col 32}{space 2} 20.65262{col 43}{space 1}   -3.59{col 52}{space 3}0.000{col 60}{space 4}-114.6814{col 73}{space 3}-33.58847
{txt}{space 1}l_sh_pop_age_3039 {c |}{col 20}{res}{space 2} 16.20554{col 32}{space 2} 40.15767{col 43}{space 1}    0.40{col 52}{space 3}0.687{col 60}{space 4} -62.6344{col 73}{space 3} 95.04548
{txt}{space 1}l_sh_pop_age_4049 {c |}{col 20}{res}{space 2}-129.6376{col 32}{space 2} 37.04761{col 43}{space 1}   -3.50{col 52}{space 3}0.000{col 60}{space 4}-202.3716{col 73}{space 3}-56.90349
{txt}{space 1}l_sh_pop_age_5059 {c |}{col 20}{res}{space 2} 16.63259{col 32}{space 2} 39.25657{col 43}{space 1}    0.42{col 52}{space 3}0.672{col 60}{space 4}-60.43824{col 73}{space 3} 93.70343
{txt}{space 1}l_sh_pop_age_6069 {c |}{col 20}{res}{space 2} 72.45324{col 32}{space 2} 45.93581{col 43}{space 1}    1.58{col 52}{space 3}0.115{col 60}{space 4}-17.73068{col 73}{space 3} 162.6372
{txt}{space 1}l_sh_pop_age_7079 {c |}{col 20}{res}{space 2}-69.50338{col 32}{space 2} 45.38699{col 43}{space 1}   -1.53{col 52}{space 3}0.126{col 60}{space 4}-158.6098{col 73}{space 3} 19.60306
{txt}{space 1}l_sh_pop_age_8000 {c |}{col 20}{res}{space 2}-19.13042{col 32}{space 2} 41.28947{col 43}{space 1}   -0.46{col 52}{space 3}0.643{col 60}{space 4}-100.1924{col 73}{space 3} 61.93154
{txt}{space 4}l_sh_pop_white {c |}{col 20}{res}{space 2} 4.522041{col 32}{space 2}  6.92938{col 43}{space 1}    0.65{col 52}{space 3}0.514{col 60}{space 4}-9.082132{col 73}{space 3} 18.12621
{txt}{space 4}l_sh_pop_black {c |}{col 20}{res}{space 2} -29.3625{col 32}{space 2} 6.995738{col 43}{space 1}   -4.20{col 52}{space 3}0.000{col 60}{space 4}-43.09695{col 73}{space 3}-15.62805
{txt}{space 4}l_sh_pop_asian {c |}{col 20}{res}{space 2} -6.71229{col 32}{space 2}  12.3448{col 43}{space 1}   -0.54{col 52}{space 3}0.587{col 60}{space 4}-30.94833{col 73}{space 3} 17.52375
{txt}{space 1}l_sh_pop_hispanic {c |}{col 20}{res}{space 2}-31.54241{col 32}{space 2} 4.037225{col 43}{space 1}   -7.81{col 52}{space 3}0.000{col 60}{space 4}-39.46853{col 73}{space 3}-23.61629
{txt}{space 13}_cons {c |}{col 20}{res}{space 2} 73.54433{col 32}{space 2} 24.90076{col 43}{space 1}    2.95{col 52}{space 3}0.003{col 60}{space 4} 24.65767{col 73}{space 3}  122.431
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: reg depvar nhub_taa10 d_imp_usch_pd_0008 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(28, 721)        =  {res}   164.36
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7765
                                                {txt}Root MSE          =    {res} 4.7243

{txt}{ralign 84:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 1}            depvar{col 20}{c |}      Coef.{col 32}   Std. Err.{col 44}      t{col 52}   P>|t|{col 60}     [95% Con{col 73}f. Interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}nhub_taa10 {c |}{col 20}{res}{space 2}-.0157868{col 32}{space 2} .0088849{col 43}{space 1}   -1.78{col 52}{space 3}0.076{col 60}{space 4}-.0332302{col 73}{space 3} .0016566
{txt}d_imp_usch_pd_0008 {c |}{col 20}{res}{space 2} .4140844{col 32}{space 2} .3904553{col 43}{space 1}    1.06{col 52}{space 3}0.289{col 60}{space 4}-.3524808{col 73}{space 3}  1.18065
{txt}{space 1}l_shind_manuf_cbp {c |}{col 20}{res}{space 2}-10.40702{col 32}{space 2} 4.568304{col 43}{space 1}   -2.28{col 52}{space 3}0.023{col 60}{space 4}-19.37579{col 73}{space 3}-1.438255
{txt}{space 4}l_sh_routine33 {c |}{col 20}{res}{space 2} .0025269{col 32}{space 2} .0015869{col 43}{space 1}    1.59{col 52}{space 3}0.112{col 60}{space 4}-.0005886{col 73}{space 3} .0056424
{txt}{space 2}l_task_outsource {c |}{col 20}{res}{space 2}-3.312447{col 32}{space 2} .9408247{col 43}{space 1}   -3.52{col 52}{space 3}0.000{col 60}{space 4}-5.159531{col 73}{space 3}-1.465364
{txt}{space 8}reg_midatl {c |}{col 20}{res}{space 2} .1223652{col 32}{space 2}  1.57377{col 43}{space 1}    0.08{col 52}{space 3}0.938{col 60}{space 4}-2.967354{col 73}{space 3} 3.212085
{txt}{space 9}reg_encen {c |}{col 20}{res}{space 2}-.1598872{col 32}{space 2} 1.415661{col 43}{space 1}   -0.11{col 52}{space 3}0.910{col 60}{space 4}-2.939197{col 73}{space 3} 2.619423
{txt}{space 9}reg_wncen {c |}{col 20}{res}{space 2} 2.731681{col 32}{space 2} 1.226424{col 43}{space 1}    2.23{col 52}{space 3}0.026{col 60}{space 4} .3238926{col 73}{space 3} 5.139469
{txt}{space 10}reg_satl {c |}{col 20}{res}{space 2}-1.968317{col 32}{space 2}  1.21517{col 43}{space 1}   -1.62{col 52}{space 3}0.106{col 60}{space 4}-4.354011{col 73}{space 3} .4173766
{txt}{space 9}reg_escen {c |}{col 20}{res}{space 2} 2.319831{col 32}{space 2} 1.498188{col 43}{space 1}    1.55{col 52}{space 3}0.122{col 60}{space 4}-.6215002{col 73}{space 3} 5.261162
{txt}{space 9}reg_wscen {c |}{col 20}{res}{space 2} 1.519816{col 32}{space 2} 1.393436{col 43}{space 1}    1.09{col 52}{space 3}0.276{col 60}{space 4}-1.215862{col 73}{space 3} 4.255493
{txt}{space 9}reg_mount {c |}{col 20}{res}{space 2} 1.004329{col 32}{space 2} 1.390626{col 43}{space 1}    0.72{col 52}{space 3}0.470{col 60}{space 4}-1.725831{col 73}{space 3} 3.734488
{txt}{space 9}reg_pacif {c |}{col 20}{res}{space 2} -1.61725{col 32}{space 2} 1.296334{col 43}{space 1}   -1.25{col 52}{space 3}0.213{col 60}{space 4} -4.16229{col 73}{space 3} .9277902
{txt}{space 8}l_sh_pop_f {c |}{col 20}{res}{space 2} 3.681825{col 32}{space 2} 16.29174{col 43}{space 1}    0.23{col 52}{space 3}0.821{col 60}{space 4} -28.3031{col 73}{space 3} 35.66675
{txt}{space 4}l_sh_pop_edu_c {c |}{col 20}{res}{space 2}-53.80192{col 32}{space 2} 2.817597{col 43}{space 1}  -19.09{col 52}{space 3}0.000{col 60}{space 4} -59.3336{col 73}{space 3}-48.27025
{txt}{space 8}l_sh_fborn {c |}{col 20}{res}{space 2} 8.690515{col 32}{space 2} 4.912403{col 43}{space 1}    1.77{col 52}{space 3}0.077{col 60}{space 4}-.9538077{col 73}{space 3} 18.33484
{txt}{space 1}l_sh_pop_age_1019 {c |}{col 20}{res}{space 2} 59.28605{col 32}{space 2} 39.83139{col 43}{space 1}    1.49{col 52}{space 3}0.137{col 60}{space 4}-18.91331{col 73}{space 3} 137.4854
{txt}{space 1}l_sh_pop_age_2029 {c |}{col 20}{res}{space 2} 6.091191{col 32}{space 2} 19.11891{col 43}{space 1}    0.32{col 52}{space 3}0.750{col 60}{space 4} -31.4442{col 73}{space 3} 43.62658
{txt}{space 1}l_sh_pop_age_3039 {c |}{col 20}{res}{space 2} 111.2107{col 32}{space 2} 39.05081{col 43}{space 1}    2.85{col 52}{space 3}0.005{col 60}{space 4} 34.54379{col 73}{space 3} 187.8775
{txt}{space 1}l_sh_pop_age_4049 {c |}{col 20}{res}{space 2}-71.35904{col 32}{space 2}  37.8998{col 43}{space 1}   -1.88{col 52}{space 3}0.060{col 60}{space 4}-145.7662{col 73}{space 3} 3.048106
{txt}{space 1}l_sh_pop_age_5059 {c |}{col 20}{res}{space 2} 151.2675{col 32}{space 2} 42.39196{col 43}{space 1}    3.57{col 52}{space 3}0.000{col 60}{space 4} 68.04106{col 73}{space 3} 234.4939
{txt}{space 1}l_sh_pop_age_6069 {c |}{col 20}{res}{space 2} 49.96825{col 32}{space 2} 51.90373{col 43}{space 1}    0.96{col 52}{space 3}0.336{col 60}{space 4}-51.93224{col 73}{space 3} 151.8687
{txt}{space 1}l_sh_pop_age_7079 {c |}{col 20}{res}{space 2} 51.56583{col 32}{space 2} 55.06633{col 43}{space 1}    0.94{col 52}{space 3}0.349{col 60}{space 4}-56.54368{col 73}{space 3} 159.6753
{txt}{space 1}l_sh_pop_age_8000 {c |}{col 20}{res}{space 2} 45.63286{col 32}{space 2} 45.47828{col 43}{space 1}    1.00{col 52}{space 3}0.316{col 60}{space 4}-43.65281{col 73}{space 3} 134.9185
{txt}{space 4}l_sh_pop_white {c |}{col 20}{res}{space 2} -4.73697{col 32}{space 2}  5.60072{col 43}{space 1}   -0.85{col 52}{space 3}0.398{col 60}{space 4}-15.73264{col 73}{space 3} 6.258699
{txt}{space 4}l_sh_pop_black {c |}{col 20}{res}{space 2}-25.82866{col 32}{space 2} 6.027661{col 43}{space 1}   -4.29{col 52}{space 3}0.000{col 60}{space 4}-37.66253{col 73}{space 3} -13.9948
{txt}{space 4}l_sh_pop_asian {c |}{col 20}{res}{space 2}-11.44367{col 32}{space 2} 12.59102{col 43}{space 1}   -0.91{col 52}{space 3}0.364{col 60}{space 4}-36.16311{col 73}{space 3} 13.27576
{txt}{space 1}l_sh_pop_hispanic {c |}{col 20}{res}{space 2}-29.85753{col 32}{space 2}  3.36694{col 43}{space 1}   -8.87{col 52}{space 3}0.000{col 60}{space 4}-36.46771{col 73}{space 3}-23.24735
{txt}{space 13}_cons {c |}{col 20}{res}{space 2}-11.98616{col 32}{space 2} 24.81366{col 43}{space 1}   -0.48{col 52}{space 3}0.629{col 60}{space 4}-60.70181{col 73}{space 3} 36.72949
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: reg depvar nhub_taa10 d_imp_usch_pd_0008 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(30, 721)        =  {res}   178.30
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8146
                                                {txt}Root MSE          =    {res} 4.3044

{txt}{ralign 84:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 1}            depvar{col 20}{c |}      Coef.{col 32}   Std. Err.{col 44}      t{col 52}   P>|t|{col 60}     [95% Con{col 73}f. Interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 8}nhub_taa10 {c |}{col 20}{res}{space 2}-.0260527{col 32}{space 2} .0082879{col 43}{space 1}   -3.14{col 52}{space 3}0.002{col 60}{space 4}-.0423241{col 73}{space 3}-.0097813
{txt}d_imp_usch_pd_0008 {c |}{col 20}{res}{space 2} .5166265{col 32}{space 2} .3836437{col 43}{space 1}    1.35{col 52}{space 3}0.179{col 60}{space 4}-.2365657{col 73}{space 3} 1.269819
{txt}{space 1}l_shind_manuf_cbp {c |}{col 20}{res}{space 2}-4.713622{col 32}{space 2} 3.982561{col 43}{space 1}   -1.18{col 52}{space 3}0.237{col 60}{space 4}-12.53242{col 73}{space 3} 3.105179
{txt}{space 4}l_sh_routine33 {c |}{col 20}{res}{space 2} .0036956{col 32}{space 2} .0015712{col 43}{space 1}    2.35{col 52}{space 3}0.019{col 60}{space 4} .0006109{col 73}{space 3} .0067804
{txt}{space 2}l_task_outsource {c |}{col 20}{res}{space 2}-4.382566{col 32}{space 2} .7704965{col 43}{space 1}   -5.69{col 52}{space 3}0.000{col 60}{space 4}-5.895251{col 73}{space 3}-2.869881
{txt}{space 5}shnr_pres1996 {c |}{col 20}{res}{space 2}-.1693361{col 32}{space 2} .0905321{col 43}{space 1}   -1.87{col 52}{space 3}0.062{col 60}{space 4} -.347074{col 73}{space 3} .0084019
{txt}{space 5}shnr_pres2000 {c |}{col 20}{res}{space 2}-.1162395{col 32}{space 2} .0871787{col 43}{space 1}   -1.33{col 52}{space 3}0.183{col 60}{space 4} -.287394{col 73}{space 3} .0549149
{txt}{space 8}reg_midatl {c |}{col 20}{res}{space 2} 2.396096{col 32}{space 2} 1.682603{col 43}{space 1}    1.42{col 52}{space 3}0.155{col 60}{space 4}-.9072903{col 73}{space 3} 5.699481
{txt}{space 9}reg_encen {c |}{col 20}{res}{space 2} 1.376385{col 32}{space 2} 1.565922{col 43}{space 1}    0.88{col 52}{space 3}0.380{col 60}{space 4}-1.697926{col 73}{space 3} 4.450696
{txt}{space 9}reg_wncen {c |}{col 20}{res}{space 2}  4.13032{col 32}{space 2} 1.516795{col 43}{space 1}    2.72{col 52}{space 3}0.007{col 60}{space 4} 1.152458{col 73}{space 3} 7.108182
{txt}{space 10}reg_satl {c |}{col 20}{res}{space 2} 3.102289{col 32}{space 2} 1.421811{col 43}{space 1}    2.18{col 52}{space 3}0.029{col 60}{space 4} .3109051{col 73}{space 3} 5.893673
{txt}{space 9}reg_escen {c |}{col 20}{res}{space 2} 6.844625{col 32}{space 2} 1.716768{col 43}{space 1}    3.99{col 52}{space 3}0.000{col 60}{space 4} 3.474163{col 73}{space 3} 10.21509
{txt}{space 9}reg_wscen {c |}{col 20}{res}{space 2} 6.080543{col 32}{space 2} 1.523532{col 43}{space 1}    3.99{col 52}{space 3}0.000{col 60}{space 4} 3.089454{col 73}{space 3} 9.071631
{txt}{space 9}reg_mount {c |}{col 20}{res}{space 2} 3.766228{col 32}{space 2} 1.632996{col 43}{space 1}    2.31{col 52}{space 3}0.021{col 60}{space 4} .5602327{col 73}{space 3} 6.972224
{txt}{space 9}reg_pacif {c |}{col 20}{res}{space 2} .9643471{col 32}{space 2} 1.590174{col 43}{space 1}    0.61{col 52}{space 3}0.544{col 60}{space 4}-2.157577{col 73}{space 3} 4.086271
{txt}{space 8}l_sh_pop_f {c |}{col 20}{res}{space 2}-43.75942{col 32}{space 2} 15.42192{col 43}{space 1}   -2.84{col 52}{space 3}0.005{col 60}{space 4}-74.03665{col 73}{space 3}-13.48219
{txt}{space 4}l_sh_pop_edu_c {c |}{col 20}{res}{space 2}-45.42745{col 32}{space 2} 2.929833{col 43}{space 1}  -15.51{col 52}{space 3}0.000{col 60}{space 4}-51.17947{col 73}{space 3}-39.67543
{txt}{space 8}l_sh_fborn {c |}{col 20}{res}{space 2} 3.620003{col 32}{space 2} 4.345993{col 43}{space 1}    0.83{col 52}{space 3}0.405{col 60}{space 4} -4.91231{col 73}{space 3} 12.15231
{txt}{space 1}l_sh_pop_age_1019 {c |}{col 20}{res}{space 2}-5.453951{col 32}{space 2} 37.74956{col 43}{space 1}   -0.14{col 52}{space 3}0.885{col 60}{space 4}-79.56615{col 73}{space 3} 68.65825
{txt}{space 1}l_sh_pop_age_2029 {c |}{col 20}{res}{space 2}-74.73377{col 32}{space 2} 20.62821{col 43}{space 1}   -3.62{col 52}{space 3}0.000{col 60}{space 4}-115.2323{col 73}{space 3}-34.23523
{txt}{space 1}l_sh_pop_age_3039 {c |}{col 20}{res}{space 2} 9.297123{col 32}{space 2} 39.75088{col 43}{space 1}    0.23{col 52}{space 3}0.815{col 60}{space 4}-68.74418{col 73}{space 3} 87.33842
{txt}{space 1}l_sh_pop_age_4049 {c |}{col 20}{res}{space 2}-127.0225{col 32}{space 2} 37.05556{col 43}{space 1}   -3.43{col 52}{space 3}0.001{col 60}{space 4}-199.7722{col 73}{space 3}-54.27284
{txt}{space 1}l_sh_pop_age_5059 {c |}{col 20}{res}{space 2} 17.16008{col 32}{space 2} 39.34712{col 43}{space 1}    0.44{col 52}{space 3}0.663{col 60}{space 4}-60.08852{col 73}{space 3} 94.40869
{txt}{space 1}l_sh_pop_age_6069 {c |}{col 20}{res}{space 2} 68.74813{col 32}{space 2} 47.73141{col 43}{space 1}    1.44{col 52}{space 3}0.150{col 60}{space 4}-24.96102{col 73}{space 3} 162.4573
{txt}{space 1}l_sh_pop_age_7079 {c |}{col 20}{res}{space 2}-74.75739{col 32}{space 2} 46.90695{col 43}{space 1}   -1.59{col 52}{space 3}0.111{col 60}{space 4}-166.8479{col 73}{space 3} 17.33313
{txt}{space 1}l_sh_pop_age_8000 {c |}{col 20}{res}{space 2}-25.46331{col 32}{space 2} 43.74491{col 43}{space 1}   -0.58{col 52}{space 3}0.561{col 60}{space 4}-111.3459{col 73}{space 3}  60.4193
{txt}{space 4}l_sh_pop_white {c |}{col 20}{res}{space 2} 5.362216{col 32}{space 2} 6.740353{col 43}{space 1}    0.80{col 52}{space 3}0.427{col 60}{space 4}-7.870846{col 73}{space 3} 18.59528
{txt}{space 4}l_sh_pop_black {c |}{col 20}{res}{space 2}-28.96765{col 32}{space 2} 6.850781{col 43}{space 1}   -4.23{col 52}{space 3}0.000{col 60}{space 4}-42.41751{col 73}{space 3}-15.51779
{txt}{space 4}l_sh_pop_asian {c |}{col 20}{res}{space 2}-6.890713{col 32}{space 2}  12.2548{col 43}{space 1}   -0.56{col 52}{space 3}0.574{col 60}{space 4}-30.95007{col 73}{space 3} 17.16864
{txt}{space 1}l_sh_pop_hispanic {c |}{col 20}{res}{space 2}-31.40487{col 32}{space 2} 3.908767{col 43}{space 1}   -8.03{col 52}{space 3}0.000{col 60}{space 4} -39.0788{col 73}{space 3}-23.73095
{txt}{space 13}_cons {c |}{col 20}{res}{space 2} 74.65503{col 32}{space 2} 24.95944{col 43}{space 1}    2.99{col 52}{space 3}0.003{col 60}{space 4} 25.65317{col 73}{space 3} 123.6569
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: reg depvar hub_taa10 nhub_taa10 d_imp_usch_pd_0008 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   159.30
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7780
                                                {txt}Root MSE          =    {res} 4.7089

{txt}{ralign 84:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 1}            depvar{col 20}{c |}      Coef.{col 32}   Std. Err.{col 44}      t{col 52}   P>|t|{col 60}     [95% Con{col 73}f. Interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa10 {c |}{col 20}{res}{space 2} .0478846{col 32}{space 2} .0228364{col 43}{space 1}    2.10{col 52}{space 3}0.036{col 60}{space 4} .0030509{col 73}{space 3} .0927184
{txt}{space 8}nhub_taa10 {c |}{col 20}{res}{space 2}-.0160598{col 32}{space 2} .0087893{col 43}{space 1}   -1.83{col 52}{space 3}0.068{col 60}{space 4}-.0333156{col 73}{space 3} .0011959
{txt}d_imp_usch_pd_0008 {c |}{col 20}{res}{space 2} .3040639{col 32}{space 2}  .413754{col 43}{space 1}    0.73{col 52}{space 3}0.463{col 60}{space 4}-.5082428{col 73}{space 3}  1.11637
{txt}{space 1}l_shind_manuf_cbp {c |}{col 20}{res}{space 2}-11.46025{col 32}{space 2} 4.543185{col 43}{space 1}   -2.52{col 52}{space 3}0.012{col 60}{space 4} -20.3797{col 73}{space 3}-2.540797
{txt}{space 4}l_sh_routine33 {c |}{col 20}{res}{space 2} .0026078{col 32}{space 2} .0015593{col 43}{space 1}    1.67{col 52}{space 3}0.095{col 60}{space 4}-.0004536{col 73}{space 3} .0056691
{txt}{space 2}l_task_outsource {c |}{col 20}{res}{space 2}-3.305507{col 32}{space 2} .9238875{col 43}{space 1}   -3.58{col 52}{space 3}0.000{col 60}{space 4}-5.119338{col 73}{space 3}-1.491676
{txt}{space 8}reg_midatl {c |}{col 20}{res}{space 2}  .033875{col 32}{space 2} 1.566969{col 43}{space 1}    0.02{col 52}{space 3}0.983{col 60}{space 4}-3.042493{col 73}{space 3} 3.110243
{txt}{space 9}reg_encen {c |}{col 20}{res}{space 2}-.3162215{col 32}{space 2} 1.367746{col 43}{space 1}   -0.23{col 52}{space 3}0.817{col 60}{space 4}-3.001463{col 73}{space 3}  2.36902
{txt}{space 9}reg_wncen {c |}{col 20}{res}{space 2} 2.527331{col 32}{space 2} 1.217235{col 43}{space 1}    2.08{col 52}{space 3}0.038{col 60}{space 4} .1375814{col 73}{space 3}  4.91708
{txt}{space 10}reg_satl {c |}{col 20}{res}{space 2}-2.065272{col 32}{space 2} 1.219731{col 43}{space 1}   -1.69{col 52}{space 3}0.091{col 60}{space 4}-4.459921{col 73}{space 3} .3293772
{txt}{space 9}reg_escen {c |}{col 20}{res}{space 2} 2.285751{col 32}{space 2} 1.500314{col 43}{space 1}    1.52{col 52}{space 3}0.128{col 60}{space 4}-.6597552{col 73}{space 3} 5.231258
{txt}{space 9}reg_wscen {c |}{col 20}{res}{space 2} 1.379037{col 32}{space 2} 1.394377{col 43}{space 1}    0.99{col 52}{space 3}0.323{col 60}{space 4}-1.358486{col 73}{space 3}  4.11656
{txt}{space 9}reg_mount {c |}{col 20}{res}{space 2} .8612714{col 32}{space 2} 1.402881{col 43}{space 1}    0.61{col 52}{space 3}0.539{col 60}{space 4}-1.892949{col 73}{space 3} 3.615492
{txt}{space 9}reg_pacif {c |}{col 20}{res}{space 2}-1.657797{col 32}{space 2} 1.301981{col 43}{space 1}   -1.27{col 52}{space 3}0.203{col 60}{space 4}-4.213924{col 73}{space 3} .8983296
{txt}{space 8}l_sh_pop_f {c |}{col 20}{res}{space 2} 4.908392{col 32}{space 2} 16.09844{col 43}{space 1}    0.30{col 52}{space 3}0.761{col 60}{space 4}-26.69703{col 73}{space 3} 36.51381
{txt}{space 4}l_sh_pop_edu_c {c |}{col 20}{res}{space 2}-53.78813{col 32}{space 2} 2.805798{col 43}{space 1}  -19.17{col 52}{space 3}0.000{col 60}{space 4}-59.29664{col 73}{space 3}-48.27962
{txt}{space 8}l_sh_fborn {c |}{col 20}{res}{space 2} 8.743428{col 32}{space 2} 4.922798{col 43}{space 1}    1.78{col 52}{space 3}0.076{col 60}{space 4}-.9213036{col 73}{space 3} 18.40816
{txt}{space 1}l_sh_pop_age_1019 {c |}{col 20}{res}{space 2} 64.94837{col 32}{space 2} 40.23336{col 43}{space 1}    1.61{col 52}{space 3}0.107{col 60}{space 4}-14.04016{col 73}{space 3} 143.9369
{txt}{space 1}l_sh_pop_age_2029 {c |}{col 20}{res}{space 2}   7.6399{col 32}{space 2} 19.02921{col 43}{space 1}    0.40{col 52}{space 3}0.688{col 60}{space 4}-29.71938{col 73}{space 3} 44.99918
{txt}{space 1}l_sh_pop_age_3039 {c |}{col 20}{res}{space 2} 116.8356{col 32}{space 2} 39.32919{col 43}{space 1}    2.97{col 52}{space 3}0.003{col 60}{space 4} 39.62215{col 73}{space 3}  194.049
{txt}{space 1}l_sh_pop_age_4049 {c |}{col 20}{res}{space 2}-71.20611{col 32}{space 2} 37.79838{col 43}{space 1}   -1.88{col 52}{space 3}0.060{col 60}{space 4}-145.4141{col 73}{space 3} 3.001911
{txt}{space 1}l_sh_pop_age_5059 {c |}{col 20}{res}{space 2} 151.8672{col 32}{space 2} 42.25453{col 43}{space 1}    3.59{col 52}{space 3}0.000{col 60}{space 4} 68.91056{col 73}{space 3} 234.8238
{txt}{space 1}l_sh_pop_age_6069 {c |}{col 20}{res}{space 2} 55.89443{col 32}{space 2} 49.98364{col 43}{space 1}    1.12{col 52}{space 3}0.264{col 60}{space 4}-42.23644{col 73}{space 3} 154.0253
{txt}{space 1}l_sh_pop_age_7079 {c |}{col 20}{res}{space 2} 50.59062{col 32}{space 2} 53.57609{col 43}{space 1}    0.94{col 52}{space 3}0.345{col 60}{space 4}-54.59316{col 73}{space 3} 155.7744
{txt}{space 1}l_sh_pop_age_8000 {c |}{col 20}{res}{space 2} 50.51205{col 32}{space 2} 43.01411{col 43}{space 1}    1.17{col 52}{space 3}0.241{col 60}{space 4}-33.93583{col 73}{space 3} 134.9599
{txt}{space 4}l_sh_pop_white {c |}{col 20}{res}{space 2}-4.605306{col 32}{space 2}  5.63764{col 43}{space 1}   -0.82{col 52}{space 3}0.414{col 60}{space 4}-15.67346{col 73}{space 3} 6.462846
{txt}{space 4}l_sh_pop_black {c |}{col 20}{res}{space 2} -25.6946{col 32}{space 2} 6.059646{col 43}{space 1}   -4.24{col 52}{space 3}0.000{col 60}{space 4}-37.59126{col 73}{space 3}-13.79794
{txt}{space 4}l_sh_pop_asian {c |}{col 20}{res}{space 2}-11.70519{col 32}{space 2} 12.58398{col 43}{space 1}   -0.93{col 52}{space 3}0.353{col 60}{space 4}-36.41082{col 73}{space 3} 13.00043
{txt}{space 1}l_sh_pop_hispanic {c |}{col 20}{res}{space 2} -29.7949{col 32}{space 2} 3.339186{col 43}{space 1}   -8.92{col 52}{space 3}0.000{col 60}{space 4}-36.35059{col 73}{space 3} -23.2392
{txt}{space 13}_cons {c |}{col 20}{res}{space 2}-15.25867{col 32}{space 2} 24.80313{col 43}{space 1}   -0.62{col 52}{space 3}0.539{col 60}{space 4}-63.95366{col 73}{space 3} 33.43632
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: reg depvar hub_taa10 nhub_taa10 d_imp_usch_pd_0008 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(31, 721)        =  {res}   172.61
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8155
                                                {txt}Root MSE          =    {res} 4.2942

{txt}{ralign 84:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 19}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 20}{c |}{col 32}    Robust
{col 1}            depvar{col 20}{c |}      Coef.{col 32}   Std. Err.{col 44}      t{col 52}   P>|t|{col 60}     [95% Con{col 73}f. Interval]
{hline 19}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub_taa10 {c |}{col 20}{res}{space 2} .0377466{col 32}{space 2} .0186422{col 43}{space 1}    2.02{col 52}{space 3}0.043{col 60}{space 4}  .001147{col 73}{space 3} .0743461
{txt}{space 8}nhub_taa10 {c |}{col 20}{res}{space 2}-.0262048{col 32}{space 2} .0082768{col 43}{space 1}   -3.17{col 52}{space 3}0.002{col 60}{space 4}-.0424543{col 73}{space 3}-.0099552
{txt}d_imp_usch_pd_0008 {c |}{col 20}{res}{space 2} .4291974{col 32}{space 2} .3959721{col 43}{space 1}    1.08{col 52}{space 3}0.279{col 60}{space 4}-.3481987{col 73}{space 3} 1.206593
{txt}{space 1}l_shind_manuf_cbp {c |}{col 20}{res}{space 2}-5.580557{col 32}{space 2} 3.902781{col 43}{space 1}   -1.43{col 52}{space 3}0.153{col 60}{space 4}-13.24273{col 73}{space 3} 2.081615
{txt}{space 4}l_sh_routine33 {c |}{col 20}{res}{space 2} .0037529{col 32}{space 2}  .001555{col 43}{space 1}    2.41{col 52}{space 3}0.016{col 60}{space 4} .0007001{col 73}{space 3} .0068057
{txt}{space 2}l_task_outsource {c |}{col 20}{res}{space 2}-4.368893{col 32}{space 2} .7641512{col 43}{space 1}   -5.72{col 52}{space 3}0.000{col 60}{space 4} -5.86912{col 73}{space 3}-2.868666
{txt}{space 5}shnr_pres1996 {c |}{col 20}{res}{space 2}-.1691079{col 32}{space 2}   .08978{col 43}{space 1}   -1.88{col 52}{space 3}0.060{col 60}{space 4}-.3453693{col 73}{space 3} .0071535
{txt}{space 5}shnr_pres2000 {c |}{col 20}{res}{space 2} -.114496{col 32}{space 2} .0870537{col 43}{space 1}   -1.32{col 52}{space 3}0.189{col 60}{space 4}-.2854051{col 73}{space 3} .0564131
{txt}{space 8}reg_midatl {c |}{col 20}{res}{space 2} 2.311888{col 32}{space 2} 1.675985{col 43}{space 1}    1.38{col 52}{space 3}0.168{col 60}{space 4}-.9785049{col 73}{space 3} 5.602282
{txt}{space 9}reg_encen {c |}{col 20}{res}{space 2} 1.242643{col 32}{space 2} 1.526388{col 43}{space 1}    0.81{col 52}{space 3}0.416{col 60}{space 4}-1.754053{col 73}{space 3} 4.239339
{txt}{space 9}reg_wncen {c |}{col 20}{res}{space 2} 3.959418{col 32}{space 2} 1.506544{col 43}{space 1}    2.63{col 52}{space 3}0.009{col 60}{space 4} 1.001682{col 73}{space 3} 6.917155
{txt}{space 10}reg_satl {c |}{col 20}{res}{space 2} 2.991414{col 32}{space 2} 1.421289{col 43}{space 1}    2.10{col 52}{space 3}0.036{col 60}{space 4} .2010543{col 73}{space 3} 5.781774
{txt}{space 9}reg_escen {c |}{col 20}{res}{space 2} 6.787697{col 32}{space 2} 1.713006{col 43}{space 1}    3.96{col 52}{space 3}0.000{col 60}{space 4} 3.424621{col 73}{space 3} 10.15077
{txt}{space 9}reg_wscen {c |}{col 20}{res}{space 2} 5.934435{col 32}{space 2} 1.517396{col 43}{space 1}    3.91{col 52}{space 3}0.000{col 60}{space 4} 2.955393{col 73}{space 3} 8.913478
{txt}{space 9}reg_mount {c |}{col 20}{res}{space 2} 3.632601{col 32}{space 2} 1.638477{col 43}{space 1}    2.22{col 52}{space 3}0.027{col 60}{space 4} .4158461{col 73}{space 3} 6.849356
{txt}{space 9}reg_pacif {c |}{col 20}{res}{space 2} .9144993{col 32}{space 2} 1.593941{col 43}{space 1}    0.57{col 52}{space 3}0.566{col 60}{space 4} -2.21482{col 73}{space 3} 4.043818
{txt}{space 8}l_sh_pop_f {c |}{col 20}{res}{space 2} -42.4509{col 32}{space 2} 15.25705{col 43}{space 1}   -2.78{col 52}{space 3}0.006{col 60}{space 4}-72.40445{col 73}{space 3}-12.49736
{txt}{space 4}l_sh_pop_edu_c {c |}{col 20}{res}{space 2}-45.46241{col 32}{space 2} 2.903372{col 43}{space 1}  -15.66{col 52}{space 3}0.000{col 60}{space 4}-51.16248{col 73}{space 3}-39.76234
{txt}{space 8}l_sh_fborn {c |}{col 20}{res}{space 2} 3.694241{col 32}{space 2} 4.364198{col 43}{space 1}    0.85{col 52}{space 3}0.398{col 60}{space 4}-4.873813{col 73}{space 3} 12.26229
{txt}{space 1}l_sh_pop_age_1019 {c |}{col 20}{res}{space 2}-.5893694{col 32}{space 2} 37.94129{col 43}{space 1}   -0.02{col 52}{space 3}0.988{col 60}{space 4}-75.07797{col 73}{space 3} 73.89923
{txt}{space 1}l_sh_pop_age_2029 {c |}{col 20}{res}{space 2}-72.96305{col 32}{space 2} 20.46186{col 43}{space 1}   -3.57{col 52}{space 3}0.000{col 60}{space 4} -113.135{col 73}{space 3}-32.79111
{txt}{space 1}l_sh_pop_age_3039 {c |}{col 20}{res}{space 2} 14.40602{col 32}{space 2} 39.84245{col 43}{space 1}    0.36{col 52}{space 3}0.718{col 60}{space 4}-63.81506{col 73}{space 3}  92.6271
{txt}{space 1}l_sh_pop_age_4049 {c |}{col 20}{res}{space 2} -126.508{col 32}{space 2} 36.93907{col 43}{space 1}   -3.42{col 52}{space 3}0.001{col 60}{space 4} -199.029{col 73}{space 3}-53.98705
{txt}{space 1}l_sh_pop_age_5059 {c |}{col 20}{res}{space 2} 18.56265{col 32}{space 2} 39.36572{col 43}{space 1}    0.47{col 52}{space 3}0.637{col 60}{space 4}-58.72248{col 73}{space 3} 95.84778
{txt}{space 1}l_sh_pop_age_6069 {c |}{col 20}{res}{space 2} 73.19325{col 32}{space 2} 46.07324{col 43}{space 1}    1.59{col 52}{space 3}0.113{col 60}{space 4}-17.26048{col 73}{space 3}  163.647
{txt}{space 1}l_sh_pop_age_7079 {c |}{col 20}{res}{space 2}-74.54074{col 32}{space 2} 45.86199{col 43}{space 1}   -1.63{col 52}{space 3}0.105{col 60}{space 4}-164.5797{col 73}{space 3} 15.49826
{txt}{space 1}l_sh_pop_age_8000 {c |}{col 20}{res}{space 2}-21.21832{col 32}{space 2} 41.64558{col 43}{space 1}   -0.51{col 52}{space 3}0.611{col 60}{space 4}-102.9794{col 73}{space 3} 60.54276
{txt}{space 4}l_sh_pop_white {c |}{col 20}{res}{space 2}  5.38321{col 32}{space 2} 6.744823{col 43}{space 1}    0.80{col 52}{space 3}0.425{col 60}{space 4}-7.858628{col 73}{space 3} 18.62505
{txt}{space 4}l_sh_pop_black {c |}{col 20}{res}{space 2}-28.84528{col 32}{space 2} 6.852886{col 43}{space 1}   -4.21{col 52}{space 3}0.000{col 60}{space 4}-42.29927{col 73}{space 3}-15.39128
{txt}{space 4}l_sh_pop_asian {c |}{col 20}{res}{space 2}-7.133983{col 32}{space 2}  12.2843{col 43}{space 1}   -0.58{col 52}{space 3}0.562{col 60}{space 4}-31.25125{col 73}{space 3} 16.98329
{txt}{space 1}l_sh_pop_hispanic {c |}{col 20}{res}{space 2}-31.34257{col 32}{space 2}  3.88313{col 43}{space 1}   -8.07{col 52}{space 3}0.000{col 60}{space 4}-38.96616{col 73}{space 3}-23.71898
{txt}{space 13}_cons {c |}{col 20}{res}{space 2} 71.47925{col 32}{space 2} 24.83908{col 43}{space 1}    2.88{col 52}{space 3}0.004{col 60}{space 4} 22.71369{col 73}{space 3} 120.2448
{txt}{hline 19}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA28.tex", label keep(hub_taa10 nhub_taa10 d_imp_usch_pd_0008 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic ) order(hub_taa10 nhub_taa10 d_imp_usch_pd_0008 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000 l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars indicate("Census Division FE = *reg_midatl*")
{res}{txt}(note: file TableA28.tex not found)
(output written to {browse  `"TableA28.tex"'})

{com}. 
. * Table A29: Labor Market Changes in Industrial Clusters and Support for the Republican Party: Within Manufacturing
. 
. eststo clear 
{txt}
{com}. 
. eststo: reg depvar hub_manf_taa_10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(27, 721)        =  {res}   153.25
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7774
                                                {txt}Root MSE          =    {res} 4.7136

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}hub_manf_taa_10 {c |}{col 19}{res}{space 2} .0539105{col 31}{space 2} .0256332{col 42}{space 1}    2.10{col 51}{space 3}0.036{col 59}{space 4} .0035859{col 72}{space 3} .1042351
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-12.86099{col 31}{space 2} 3.885216{col 42}{space 1}   -3.31{col 51}{space 3}0.001{col 59}{space 4}-20.48868{col 72}{space 3}-5.233304
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0025805{col 31}{space 2} .0015791{col 42}{space 1}    1.63{col 51}{space 3}0.103{col 59}{space 4}-.0005196{col 72}{space 3} .0056807
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.151345{col 31}{space 2} .9073287{col 42}{space 1}   -3.47{col 51}{space 3}0.001{col 59}{space 4}-4.932666{col 72}{space 3}-1.370023
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2}-.0619661{col 31}{space 2} 1.557791{col 42}{space 1}   -0.04{col 51}{space 3}0.968{col 59}{space 4}-3.120313{col 72}{space 3} 2.996381
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.3734473{col 31}{space 2} 1.358501{col 42}{space 1}   -0.27{col 51}{space 3}0.783{col 59}{space 4}-3.040538{col 72}{space 3} 2.293643
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.497721{col 31}{space 2} 1.211379{col 42}{space 1}    2.06{col 51}{space 3}0.040{col 59}{space 4} .1194701{col 72}{space 3} 4.875972
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-2.107928{col 31}{space 2} 1.222443{col 42}{space 1}   -1.72{col 51}{space 3}0.085{col 59}{space 4}-4.507901{col 72}{space 3} .2920455
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.347005{col 31}{space 2} 1.499384{col 42}{space 1}    1.57{col 51}{space 3}0.118{col 59}{space 4}-.5966742{col 72}{space 3} 5.290685
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.357182{col 31}{space 2} 1.405033{col 42}{space 1}    0.97{col 51}{space 3}0.334{col 59}{space 4}-1.401262{col 72}{space 3} 4.115627
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .6725551{col 31}{space 2} 1.408905{col 42}{space 1}    0.48{col 51}{space 3}0.633{col 59}{space 4}-2.093491{col 72}{space 3} 3.438601
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.911104{col 31}{space 2} 1.301302{col 42}{space 1}   -1.47{col 51}{space 3}0.142{col 59}{space 4}-4.465897{col 72}{space 3} .6436896
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 2.081168{col 31}{space 2} 15.82993{col 42}{space 1}    0.13{col 51}{space 3}0.895{col 59}{space 4}-28.99709{col 72}{space 3} 33.15943
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2} -53.2773{col 31}{space 2}  2.82286{col 42}{space 1}  -18.87{col 51}{space 3}0.000{col 59}{space 4}-58.81931{col 72}{space 3} -47.7353
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 8.842961{col 31}{space 2} 4.873869{col 42}{space 1}    1.81{col 51}{space 3}0.070{col 59}{space 4} -.725709{col 72}{space 3} 18.41163
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 68.43207{col 31}{space 2} 40.16976{col 42}{space 1}    1.70{col 51}{space 3}0.089{col 59}{space 4}-10.43159{col 72}{space 3} 147.2957
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 6.887516{col 31}{space 2} 19.08244{col 42}{space 1}    0.36{col 51}{space 3}0.718{col 59}{space 4}-30.57627{col 72}{space 3} 44.35131
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 117.2256{col 31}{space 2} 39.34895{col 42}{space 1}    2.98{col 51}{space 3}0.003{col 59}{space 4} 39.97338{col 72}{space 3} 194.4778
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-72.02993{col 31}{space 2} 37.76723{col 42}{space 1}   -1.91{col 51}{space 3}0.057{col 59}{space 4}-146.1768{col 72}{space 3} 2.116958
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2}  149.543{col 31}{space 2} 42.29957{col 42}{space 1}    3.54{col 51}{space 3}0.000{col 59}{space 4} 66.49793{col 72}{space 3}  232.588
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 56.59676{col 31}{space 2} 49.88568{col 42}{space 1}    1.13{col 51}{space 3}0.257{col 59}{space 4}-41.34178{col 72}{space 3} 154.5353
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 52.55093{col 31}{space 2} 52.80226{col 42}{space 1}    1.00{col 51}{space 3}0.320{col 59}{space 4}-51.11363{col 72}{space 3} 156.2155
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 52.88609{col 31}{space 2} 42.19389{col 42}{space 1}    1.25{col 51}{space 3}0.210{col 59}{space 4}-29.95148{col 72}{space 3} 135.7237
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-5.513538{col 31}{space 2} 5.768346{col 42}{space 1}   -0.96{col 51}{space 3}0.339{col 59}{space 4} -16.8383{col 72}{space 3} 5.811224
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.54916{col 31}{space 2} 6.226677{col 42}{space 1}   -4.26{col 51}{space 3}0.000{col 59}{space 4}-38.77374{col 72}{space 3}-14.32457
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-11.76727{col 31}{space 2} 12.63321{col 42}{space 1}   -0.93{col 51}{space 3}0.352{col 59}{space 4}-36.56954{col 72}{space 3}   13.035
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-29.86882{col 31}{space 2}  3.37416{col 42}{space 1}   -8.85{col 51}{space 3}0.000{col 59}{space 4}-36.49317{col 72}{space 3}-23.24447
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-13.34455{col 31}{space 2} 24.68356{col 42}{space 1}   -0.54{col 51}{space 3}0.589{col 59}{space 4}-61.80479{col 72}{space 3}  35.1157
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. eststo: reg depvar hub_manf_taa_10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000  reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   170.34
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8138
                                                {txt}Root MSE          =    {res} 4.3122

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}hub_manf_taa_10 {c |}{col 19}{res}{space 2} .0439124{col 31}{space 2}  .020397{col 42}{space 1}    2.15{col 51}{space 3}0.032{col 59}{space 4} .0038677{col 72}{space 3} .0839571
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-8.104191{col 31}{space 2} 3.084017{col 42}{space 1}   -2.63{col 51}{space 3}0.009{col 59}{space 4}-14.15892{col 72}{space 3}-2.049464
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0036878{col 31}{space 2} .0015974{col 42}{space 1}    2.31{col 51}{space 3}0.021{col 59}{space 4} .0005516{col 72}{space 3}  .006824
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.108817{col 31}{space 2} .7620848{col 42}{space 1}   -5.39{col 51}{space 3}0.000{col 59}{space 4}-5.604988{col 72}{space 3}-2.612647
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1571602{col 31}{space 2} .0896893{col 42}{space 1}   -1.75{col 51}{space 3}0.080{col 59}{space 4}-.3332435{col 72}{space 3} .0189232
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1217659{col 31}{space 2}  .087095{col 42}{space 1}   -1.40{col 51}{space 3}0.163{col 59}{space 4} -.292756{col 72}{space 3} .0492241
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.115443{col 31}{space 2} 1.663995{col 42}{space 1}    1.27{col 51}{space 3}0.204{col 59}{space 4}-1.151412{col 72}{space 3} 5.382298
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.132252{col 31}{space 2} 1.495078{col 42}{space 1}    0.76{col 51}{space 3}0.449{col 59}{space 4}-1.802974{col 72}{space 3} 4.067478
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.888271{col 31}{space 2} 1.498588{col 42}{space 1}    2.59{col 51}{space 3}0.010{col 59}{space 4} .9461537{col 72}{space 3} 6.830388
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 2.833442{col 31}{space 2} 1.422183{col 42}{space 1}    1.99{col 51}{space 3}0.047{col 59}{space 4} .0413272{col 72}{space 3} 5.625556
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.780348{col 31}{space 2} 1.707887{col 42}{space 1}    3.97{col 51}{space 3}0.000{col 59}{space 4} 3.427322{col 72}{space 3} 10.13337
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 5.833929{col 31}{space 2} 1.525929{col 42}{space 1}    3.82{col 51}{space 3}0.000{col 59}{space 4} 2.838135{col 72}{space 3} 8.829722
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.312514{col 31}{space 2} 1.627414{col 42}{space 1}    2.04{col 51}{space 3}0.042{col 59}{space 4} .1174776{col 72}{space 3}  6.50755
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .4986737{col 31}{space 2} 1.586518{col 42}{space 1}    0.31{col 51}{space 3}0.753{col 59}{space 4}-2.616074{col 72}{space 3} 3.613421
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-46.28585{col 31}{space 2} 15.13062{col 42}{space 1}   -3.06{col 51}{space 3}0.002{col 59}{space 4}-75.99119{col 72}{space 3}-16.58051
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-44.87999{col 31}{space 2} 2.945373{col 42}{space 1}  -15.24{col 51}{space 3}0.000{col 59}{space 4}-50.66252{col 72}{space 3}-39.09745
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 4.035121{col 31}{space 2} 4.333459{col 42}{space 1}    0.93{col 51}{space 3}0.352{col 59}{space 4}-4.472583{col 72}{space 3} 12.54283
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 5.826192{col 31}{space 2} 38.18681{col 42}{space 1}    0.15{col 51}{space 3}0.879{col 59}{space 4}-69.14443{col 72}{space 3} 80.79681
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-73.24549{col 31}{space 2} 20.67458{col 42}{space 1}   -3.54{col 51}{space 3}0.000{col 59}{space 4}-113.8351{col 72}{space 3}-32.65591
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 16.72151{col 31}{space 2} 40.17139{col 42}{space 1}    0.42{col 51}{space 3}0.677{col 59}{space 4}-62.14535{col 72}{space 3} 95.58838
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-127.9799{col 31}{space 2}  37.0633{col 42}{space 1}   -3.45{col 51}{space 3}0.001{col 59}{space 4}-200.7448{col 72}{space 3}-55.21501
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 16.31133{col 31}{space 2} 39.37212{col 42}{space 1}    0.41{col 51}{space 3}0.679{col 59}{space 4}-60.98638{col 72}{space 3} 93.60903
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 74.52017{col 31}{space 2} 46.21241{col 42}{space 1}    1.61{col 51}{space 3}0.107{col 59}{space 4}-16.20679{col 72}{space 3} 165.2471
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-70.25254{col 31}{space 2} 45.22701{col 42}{space 1}   -1.55{col 51}{space 3}0.121{col 59}{space 4}-159.0449{col 72}{space 3} 18.53982
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-16.90667{col 31}{space 2} 40.90726{col 42}{space 1}   -0.41{col 51}{space 3}0.680{col 59}{space 4}-97.21825{col 72}{space 3} 63.40491
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 4.170386{col 31}{space 2} 7.009173{col 42}{space 1}    0.59{col 51}{space 3}0.552{col 59}{space 4} -9.59044{col 72}{space 3} 17.93121
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.80428{col 31}{space 2} 7.089677{col 42}{space 1}   -4.20{col 51}{space 3}0.000{col 59}{space 4}-43.72316{col 72}{space 3}-15.88541
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-7.058506{col 31}{space 2} 12.43579{col 42}{space 1}   -0.57{col 51}{space 3}0.570{col 59}{space 4} -31.4732{col 72}{space 3} 17.35618
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.48139{col 31}{space 2} 4.060658{col 42}{space 1}   -7.75{col 51}{space 3}0.000{col 59}{space 4}-39.45352{col 72}{space 3}-23.50927
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 73.22216{col 31}{space 2} 24.85239{col 42}{space 1}    2.95{col 51}{space 3}0.003{col 59}{space 4} 24.43047{col 72}{space 3} 122.0138
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est2{txt} stored)

{com}. 
. eststo: reg depvar hub_n_manf_taa_10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(27, 721)        =  {res}   155.80
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7779
                                                {txt}Root MSE          =    {res} 4.7086

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
hub_n_manf_taa_10 {c |}{col 19}{res}{space 2}-.0440002{col 31}{space 2} .0142507{col 42}{space 1}   -3.09{col 51}{space 3}0.002{col 59}{space 4}-.0719781{col 72}{space 3}-.0160224
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2} -6.98799{col 31}{space 2}  3.73312{col 42}{space 1}   -1.87{col 51}{space 3}0.062{col 59}{space 4}-14.31707{col 72}{space 3} .3410944
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2}  .002481{col 31}{space 2} .0015877{col 42}{space 1}    1.56{col 51}{space 3}0.119{col 59}{space 4}-.0006361{col 72}{space 3} .0055982
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.240521{col 31}{space 2} .9229211{col 42}{space 1}   -3.51{col 51}{space 3}0.000{col 59}{space 4}-5.052455{col 72}{space 3}-1.428587
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} .0741215{col 31}{space 2} 1.535476{col 42}{space 1}    0.05{col 51}{space 3}0.962{col 59}{space 4}-2.940416{col 72}{space 3} 3.088659
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.3237725{col 31}{space 2} 1.375588{col 42}{space 1}   -0.24{col 51}{space 3}0.814{col 59}{space 4}-3.024408{col 72}{space 3} 2.376863
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 2.556086{col 31}{space 2} 1.192521{col 42}{space 1}    2.14{col 51}{space 3}0.032{col 59}{space 4} .2148577{col 72}{space 3} 4.897315
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-2.040862{col 31}{space 2} 1.192507{col 42}{space 1}   -1.71{col 51}{space 3}0.087{col 59}{space 4}-4.382063{col 72}{space 3} .3003385
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.175488{col 31}{space 2} 1.482887{col 42}{space 1}    1.47{col 51}{space 3}0.143{col 59}{space 4}-.7358035{col 72}{space 3}  5.08678
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.486778{col 31}{space 2} 1.365999{col 42}{space 1}    1.09{col 51}{space 3}0.277{col 59}{space 4}-1.195032{col 72}{space 3} 4.168588
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} .9684464{col 31}{space 2} 1.376393{col 42}{space 1}    0.70{col 51}{space 3}0.482{col 59}{space 4}-1.733771{col 72}{space 3} 3.670664
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2}-1.472986{col 31}{space 2} 1.259254{col 42}{space 1}   -1.17{col 51}{space 3}0.242{col 59}{space 4}-3.945229{col 72}{space 3} .9992564
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 4.405505{col 31}{space 2} 15.93044{col 42}{space 1}    0.28{col 51}{space 3}0.782{col 59}{space 4}-26.87008{col 72}{space 3} 35.68109
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.79782{col 31}{space 2} 2.784353{col 42}{space 1}  -19.32{col 51}{space 3}0.000{col 59}{space 4}-59.26423{col 72}{space 3}-48.33142
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 9.114089{col 31}{space 2} 4.901423{col 42}{space 1}    1.86{col 51}{space 3}0.063{col 59}{space 4}-.5086767{col 72}{space 3} 18.73685
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 60.48261{col 31}{space 2} 39.44003{col 42}{space 1}    1.53{col 51}{space 3}0.126{col 59}{space 4}-16.94841{col 72}{space 3} 137.9136
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 7.851707{col 31}{space 2} 18.97655{col 42}{space 1}    0.41{col 51}{space 3}0.679{col 59}{space 4}-29.40419{col 72}{space 3}  45.1076
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 112.0165{col 31}{space 2}  38.7372{col 42}{space 1}    2.89{col 51}{space 3}0.004{col 59}{space 4} 35.96527{col 72}{space 3} 188.0676
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-70.09929{col 31}{space 2} 37.47329{col 42}{space 1}   -1.87{col 51}{space 3}0.062{col 59}{space 4}-143.6691{col 72}{space 3} 3.470514
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 151.9383{col 31}{space 2} 42.26234{col 42}{space 1}    3.60{col 51}{space 3}0.000{col 59}{space 4} 68.96641{col 72}{space 3} 234.9103
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 53.73278{col 31}{space 2} 51.52891{col 42}{space 1}    1.04{col 51}{space 3}0.297{col 59}{space 4}-47.43186{col 72}{space 3} 154.8974
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}  48.4042{col 31}{space 2} 54.33114{col 42}{space 1}    0.89{col 51}{space 3}0.373{col 59}{space 4}-58.26193{col 72}{space 3} 155.0703
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 49.76363{col 31}{space 2} 44.95815{col 42}{space 1}    1.11{col 51}{space 3}0.269{col 59}{space 4} -38.5009{col 72}{space 3} 138.0282
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-4.752074{col 31}{space 2} 5.558266{col 42}{space 1}   -0.85{col 51}{space 3}0.393{col 59}{space 4}-15.66439{col 72}{space 3} 6.160247
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2} -25.9956{col 31}{space 2} 6.031098{col 42}{space 1}   -4.31{col 51}{space 3}0.000{col 59}{space 4}-37.83621{col 72}{space 3}-14.15498
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-13.08937{col 31}{space 2} 12.65903{col 42}{space 1}   -1.03{col 51}{space 3}0.301{col 59}{space 4}-37.94233{col 72}{space 3} 11.76359
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-30.22355{col 31}{space 2} 3.337252{col 42}{space 1}   -9.06{col 51}{space 3}0.000{col 59}{space 4}-36.77544{col 72}{space 3}-23.67166
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-13.14325{col 31}{space 2} 24.56547{col 42}{space 1}   -0.54{col 51}{space 3}0.593{col 59}{space 4}-61.37164{col 72}{space 3} 35.08514
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est3{txt} stored)

{com}. eststo: reg depvar hub_n_manf_taa_10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000  reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(29, 721)        =  {res}   177.17
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8159
                                                {txt}Root MSE          =    {res} 4.2881

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
hub_n_manf_taa_10 {c |}{col 19}{res}{space 2}-.0535797{col 31}{space 2} .0167672{col 42}{space 1}   -3.20{col 51}{space 3}0.001{col 59}{space 4} -.086498{col 72}{space 3}-.0206614
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-1.749051{col 31}{space 2} 3.218903{col 42}{space 1}   -0.54{col 51}{space 3}0.587{col 59}{space 4}-8.068594{col 72}{space 3} 4.570493
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0036426{col 31}{space 2} .0015739{col 42}{space 1}    2.31{col 51}{space 3}0.021{col 59}{space 4} .0005526{col 72}{space 3} .0067325
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.244688{col 31}{space 2} .7623775{col 42}{space 1}   -5.57{col 51}{space 3}0.000{col 59}{space 4}-5.741433{col 72}{space 3}-2.747943
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1719812{col 31}{space 2} .0896421{col 42}{space 1}   -1.92{col 51}{space 3}0.055{col 59}{space 4}-.3479719{col 72}{space 3} .0040095
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1125191{col 31}{space 2} .0865344{col 42}{space 1}   -1.30{col 51}{space 3}0.194{col 59}{space 4}-.2824086{col 72}{space 3} .0573703
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.307389{col 31}{space 2} 1.635959{col 42}{space 1}    1.41{col 51}{space 3}0.159{col 59}{space 4}-.9044226{col 72}{space 3}   5.5192
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.176029{col 31}{space 2} 1.498277{col 42}{space 1}    0.78{col 51}{space 3}0.433{col 59}{space 4}-1.765479{col 72}{space 3} 4.117537
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.922494{col 31}{space 2} 1.477779{col 42}{space 1}    2.65{col 51}{space 3}0.008{col 59}{space 4} 1.021231{col 72}{space 3} 6.823757
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}  2.98286{col 31}{space 2} 1.387573{col 42}{space 1}    2.15{col 51}{space 3}0.032{col 59}{space 4} .2586932{col 72}{space 3} 5.707026
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.667358{col 31}{space 2} 1.685463{col 42}{space 1}    3.96{col 51}{space 3}0.000{col 59}{space 4} 3.358357{col 72}{space 3} 9.976358
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 5.996187{col 31}{space 2}  1.49541{col 42}{space 1}    4.01{col 51}{space 3}0.000{col 59}{space 4} 3.060309{col 72}{space 3} 8.932065
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2}  3.65025{col 31}{space 2} 1.609682{col 42}{space 1}    2.27{col 51}{space 3}0.024{col 59}{space 4} .4900262{col 72}{space 3} 6.810473
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} 1.058921{col 31}{space 2} 1.559363{col 42}{space 1}    0.68{col 51}{space 3}0.497{col 59}{space 4}-2.002513{col 72}{space 3} 4.120355
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-43.87276{col 31}{space 2} 15.09877{col 42}{space 1}   -2.91{col 51}{space 3}0.004{col 59}{space 4}-73.51556{col 72}{space 3}-14.22996
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-45.19122{col 31}{space 2} 2.902807{col 42}{space 1}  -15.57{col 51}{space 3}0.000{col 59}{space 4}-50.89019{col 72}{space 3}-39.49226
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 4.205889{col 31}{space 2} 4.345431{col 42}{space 1}    0.97{col 51}{space 3}0.333{col 59}{space 4}-4.325321{col 72}{space 3}  12.7371
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} -2.81684{col 31}{space 2} 37.35777{col 42}{space 1}   -0.08{col 51}{space 3}0.940{col 59}{space 4}-76.15984{col 72}{space 3} 70.52616
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-73.02465{col 31}{space 2}  20.4317{col 42}{space 1}   -3.57{col 51}{space 3}0.000{col 59}{space 4}-113.1374{col 72}{space 3}-32.91191
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 10.57444{col 31}{space 2} 39.47566{col 42}{space 1}    0.27{col 51}{space 3}0.789{col 59}{space 4}-66.92654{col 72}{space 3} 88.07542
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-126.3875{col 31}{space 2} 36.68756{col 42}{space 1}   -3.44{col 51}{space 3}0.001{col 59}{space 4}-198.4147{col 72}{space 3}-54.36029
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 17.62334{col 31}{space 2}  39.1268{col 42}{space 1}    0.45{col 51}{space 3}0.653{col 59}{space 4}-59.19272{col 72}{space 3}  94.4394
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 72.36923{col 31}{space 2} 47.29223{col 42}{space 1}    1.53{col 51}{space 3}0.126{col 59}{space 4} -20.4777{col 72}{space 3} 165.2161
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-76.56707{col 31}{space 2} 45.64772{col 42}{space 1}   -1.68{col 51}{space 3}0.094{col 59}{space 4}-166.1854{col 72}{space 3} 13.05126
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-20.49806{col 31}{space 2} 42.79404{col 42}{space 1}   -0.48{col 51}{space 3}0.632{col 59}{space 4}-104.5139{col 72}{space 3} 63.51776
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 5.054455{col 31}{space 2} 6.735104{col 42}{space 1}    0.75{col 51}{space 3}0.453{col 59}{space 4}-8.168303{col 72}{space 3} 18.27721
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.31615{col 31}{space 2} 6.857778{col 42}{space 1}   -4.27{col 51}{space 3}0.000{col 59}{space 4}-42.77975{col 72}{space 3}-15.85255
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-8.794092{col 31}{space 2} 12.29069{col 42}{space 1}   -0.72{col 51}{space 3}0.475{col 59}{space 4} -32.9239{col 72}{space 3} 15.33572
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.89594{col 31}{space 2} 3.920151{col 42}{space 1}   -8.14{col 51}{space 3}0.000{col 59}{space 4}-39.59221{col 72}{space 3}-24.19966
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 73.82868{col 31}{space 2} 24.67846{col 42}{space 1}    2.99{col 51}{space 3}0.003{col 59}{space 4} 25.37846{col 72}{space 3} 122.2789
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est4{txt} stored)

{com}. 
. eststo: reg depvar hub_manf_taa_10 hub_n_manf_taa_10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(28, 721)        =  {res}   152.59
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.7794
                                                {txt}Root MSE          =    {res} 4.6937

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}hub_manf_taa_10 {c |}{col 19}{res}{space 2}  .050304{col 31}{space 2} .0257216{col 42}{space 1}    1.96{col 51}{space 3}0.051{col 59}{space 4}-.0001943{col 72}{space 3} .1008023
{txt}hub_n_manf_taa_10 {c |}{col 19}{res}{space 2}-.0417357{col 31}{space 2} .0137914{col 42}{space 1}   -3.03{col 51}{space 3}0.003{col 59}{space 4}-.0688119{col 72}{space 3}-.0146596
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-9.255091{col 31}{space 2} 3.854079{col 42}{space 1}   -2.40{col 51}{space 3}0.017{col 59}{space 4}-16.82165{col 72}{space 3}-1.688532
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0025605{col 31}{space 2} .0015581{col 42}{space 1}    1.64{col 51}{space 3}0.101{col 59}{space 4}-.0004984{col 72}{space 3} .0056194
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-3.276713{col 31}{space 2} .9075677{col 42}{space 1}   -3.61{col 51}{space 3}0.000{col 59}{space 4}-5.058504{col 72}{space 3}-1.494922
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2}-.0031119{col 31}{space 2} 1.532945{col 42}{space 1}   -0.00{col 51}{space 3}0.998{col 59}{space 4}-3.012681{col 72}{space 3} 3.006457
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2}-.4306467{col 31}{space 2} 1.338028{col 42}{space 1}   -0.32{col 51}{space 3}0.748{col 59}{space 4}-3.057543{col 72}{space 3} 2.196249
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2}   2.4169{col 31}{space 2} 1.190732{col 42}{space 1}    2.03{col 51}{space 3}0.043{col 59}{space 4} .0791834{col 72}{space 3} 4.754617
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2}-2.126196{col 31}{space 2} 1.201876{col 42}{space 1}   -1.77{col 51}{space 3}0.077{col 59}{space 4}-4.485791{col 72}{space 3} .2333991
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 2.168062{col 31}{space 2} 1.489055{col 42}{space 1}    1.46{col 51}{space 3}0.146{col 59}{space 4}-.7553394{col 72}{space 3} 5.091464
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 1.394332{col 31}{space 2} 1.376246{col 42}{space 1}    1.01{col 51}{space 3}0.311{col 59}{space 4}-1.307596{col 72}{space 3} 4.096261
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2}   .83974{col 31}{space 2} 1.393238{col 42}{space 1}    0.60{col 51}{space 3}0.547{col 59}{space 4}-1.895549{col 72}{space 3} 3.575029
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} -1.53819{col 31}{space 2} 1.273915{col 42}{space 1}   -1.21{col 51}{space 3}0.228{col 59}{space 4}-4.039215{col 72}{space 3} .9628356
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2} 5.134659{col 31}{space 2} 15.78602{col 42}{space 1}    0.33{col 51}{space 3}0.745{col 59}{space 4} -25.8574{col 72}{space 3} 36.12672
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-53.76476{col 31}{space 2} 2.775578{col 42}{space 1}  -19.37{col 51}{space 3}0.000{col 59}{space 4}-59.21394{col 72}{space 3}-48.31558
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 9.027924{col 31}{space 2}  4.89009{col 42}{space 1}    1.85{col 51}{space 3}0.065{col 59}{space 4}-.5725923{col 72}{space 3} 18.62844
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 67.05148{col 31}{space 2} 39.86896{col 42}{space 1}    1.68{col 51}{space 3}0.093{col 59}{space 4}-11.22165{col 72}{space 3} 145.3246
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2} 9.447678{col 31}{space 2} 18.93161{col 42}{space 1}    0.50{col 51}{space 3}0.618{col 59}{space 4}-27.71998{col 72}{space 3} 46.61534
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 117.8347{col 31}{space 2} 39.07473{col 42}{space 1}    3.02{col 51}{space 3}0.003{col 59}{space 4} 41.12081{col 72}{space 3} 194.5485
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-69.64261{col 31}{space 2} 37.42235{col 42}{space 1}   -1.86{col 51}{space 3}0.063{col 59}{space 4}-143.1124{col 72}{space 3} 3.827177
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 154.0273{col 31}{space 2} 42.29644{col 42}{space 1}    3.64{col 51}{space 3}0.000{col 59}{space 4} 70.98839{col 72}{space 3} 237.0662
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 58.61963{col 31}{space 2}  49.6598{col 42}{space 1}    1.18{col 51}{space 3}0.238{col 59}{space 4}-38.87545{col 72}{space 3} 156.1147
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2} 48.11371{col 31}{space 2} 52.91953{col 42}{space 1}    0.91{col 51}{space 3}0.364{col 59}{space 4}-55.78108{col 72}{space 3} 152.0085
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2} 55.88027{col 31}{space 2} 42.42032{col 42}{space 1}    1.32{col 51}{space 3}0.188{col 59}{space 4}-27.40184{col 72}{space 3} 139.1624
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2}-4.946575{col 31}{space 2} 5.671847{col 42}{space 1}   -0.87{col 51}{space 3}0.383{col 59}{space 4}-16.08188{col 72}{space 3} 6.188733
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-26.14787{col 31}{space 2}  6.12432{col 42}{space 1}   -4.27{col 51}{space 3}0.000{col 59}{space 4} -38.1715{col 72}{space 3}-14.12424
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}  -13.349{col 31}{space 2} 12.72447{col 42}{space 1}   -1.05{col 51}{space 3}0.294{col 59}{space 4}-38.33044{col 72}{space 3} 11.63245
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-30.15641{col 31}{space 2} 3.329585{col 42}{space 1}   -9.06{col 51}{space 3}0.000{col 59}{space 4}-36.69325{col 72}{space 3}-23.61957
{txt}{space 12}_cons {c |}{col 19}{res}{space 2}-16.20279{col 31}{space 2} 24.56426{col 42}{space 1}   -0.66{col 51}{space 3}0.510{col 59}{space 4} -64.4288{col 72}{space 3} 32.02322
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est5{txt} stored)

{com}. eststo: reg depvar hub_manf_taa_10 hub_n_manf_taa_10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000  reg_midatl reg_encen reg_wncen reg_satl reg_escen reg_wscen reg_mount reg_pacif l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic [aw=weight], cluster(czone)
{txt}(sum of wgt is 104,758,739)

Linear regression                               Number of obs     = {res}     3,107
                                                {txt}F(30, 721)        =  {res}   172.11
                                                {txt}Prob > F          = {res}    0.0000
                                                {txt}R-squared         = {res}    0.8168
                                                {txt}Root MSE          =    {res} 4.2784

{txt}{ralign 83:(Std. Err. adjusted for {res:722} clusters in czone)}
{hline 18}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 19}{c |}{col 31}    Robust
{col 1}           depvar{col 19}{c |}      Coef.{col 31}   Std. Err.{col 43}      t{col 51}   P>|t|{col 59}     [95% Con{col 72}f. Interval]
{hline 18}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}hub_manf_taa_10 {c |}{col 19}{res}{space 2} .0392878{col 31}{space 2} .0201557{col 42}{space 1}    1.95{col 51}{space 3}0.052{col 59}{space 4}-.0002831{col 72}{space 3} .0788587
{txt}hub_n_manf_taa_10 {c |}{col 19}{res}{space 2} -.051745{col 31}{space 2} .0163133{col 42}{space 1}   -3.17{col 51}{space 3}0.002{col 59}{space 4}-.0837723{col 72}{space 3}-.0197177
{txt}l_shind_manuf_cbp {c |}{col 19}{res}{space 2}-3.554843{col 31}{space 2} 3.262504{col 42}{space 1}   -1.09{col 51}{space 3}0.276{col 59}{space 4}-9.959985{col 72}{space 3} 2.850299
{txt}{space 3}l_sh_routine33 {c |}{col 19}{res}{space 2} .0036965{col 31}{space 2} .0015563{col 42}{space 1}    2.38{col 51}{space 3}0.018{col 59}{space 4} .0006411{col 72}{space 3} .0067519
{txt}{space 1}l_task_outsource {c |}{col 19}{res}{space 2}-4.266561{col 31}{space 2} .7558022{col 42}{space 1}   -5.65{col 51}{space 3}0.000{col 59}{space 4}-5.750397{col 72}{space 3}-2.782725
{txt}{space 4}shnr_pres1996 {c |}{col 19}{res}{space 2}-.1705785{col 31}{space 2} .0889721{col 42}{space 1}   -1.92{col 51}{space 3}0.056{col 59}{space 4}-.3452538{col 72}{space 3} .0040969
{txt}{space 4}shnr_pres2000 {c |}{col 19}{res}{space 2}-.1120438{col 31}{space 2} .0865354{col 42}{space 1}   -1.29{col 51}{space 3}0.196{col 59}{space 4}-.2819352{col 72}{space 3} .0578476
{txt}{space 7}reg_midatl {c |}{col 19}{res}{space 2} 2.231977{col 31}{space 2} 1.633911{col 42}{space 1}    1.37{col 51}{space 3}0.172{col 59}{space 4} -.975815{col 72}{space 3} 5.439769
{txt}{space 8}reg_encen {c |}{col 19}{res}{space 2} 1.082633{col 31}{space 2} 1.468289{col 42}{space 1}    0.74{col 51}{space 3}0.461{col 59}{space 4}     -1.8{col 72}{space 3} 3.965265
{txt}{space 8}reg_wncen {c |}{col 19}{res}{space 2} 3.804816{col 31}{space 2} 1.470081{col 42}{space 1}    2.59{col 51}{space 3}0.010{col 59}{space 4} .9186651{col 72}{space 3} 6.690967
{txt}{space 9}reg_satl {c |}{col 19}{res}{space 2} 2.882898{col 31}{space 2} 1.391851{col 42}{space 1}    2.07{col 51}{space 3}0.039{col 59}{space 4} .1503326{col 72}{space 3} 5.615463
{txt}{space 8}reg_escen {c |}{col 19}{res}{space 2} 6.631581{col 31}{space 2} 1.686656{col 42}{space 1}    3.93{col 51}{space 3}0.000{col 59}{space 4} 3.320236{col 72}{space 3} 9.942925
{txt}{space 8}reg_wscen {c |}{col 19}{res}{space 2} 5.895258{col 31}{space 2} 1.497145{col 42}{space 1}    3.94{col 51}{space 3}0.000{col 59}{space 4} 2.955972{col 72}{space 3} 8.834543
{txt}{space 8}reg_mount {c |}{col 19}{res}{space 2} 3.532541{col 31}{space 2} 1.618854{col 42}{space 1}    2.18{col 51}{space 3}0.029{col 59}{space 4} .3543098{col 72}{space 3} 6.710772
{txt}{space 8}reg_pacif {c |}{col 19}{res}{space 2} .9912973{col 31}{space 2} 1.567704{col 42}{space 1}    0.63{col 51}{space 3}0.527{col 59}{space 4}-2.086512{col 72}{space 3} 4.069107
{txt}{space 7}l_sh_pop_f {c |}{col 19}{res}{space 2}-42.98842{col 31}{space 2} 14.96635{col 42}{space 1}   -2.87{col 51}{space 3}0.004{col 59}{space 4}-72.37125{col 72}{space 3}-13.60559
{txt}{space 3}l_sh_pop_edu_c {c |}{col 19}{res}{space 2}-45.22566{col 31}{space 2} 2.881402{col 42}{space 1}  -15.70{col 51}{space 3}0.000{col 59}{space 4} -50.8826{col 72}{space 3}-39.56872
{txt}{space 7}l_sh_fborn {c |}{col 19}{res}{space 2} 4.171667{col 31}{space 2} 4.350445{col 42}{space 1}    0.96{col 51}{space 3}0.338{col 59}{space 4}-4.369386{col 72}{space 3} 12.71272
{txt}l_sh_pop_age_1019 {c |}{col 19}{res}{space 2} 2.744102{col 31}{space 2} 37.59633{col 42}{space 1}    0.07{col 51}{space 3}0.942{col 59}{space 4}-71.06725{col 72}{space 3} 76.55545
{txt}l_sh_pop_age_2029 {c |}{col 19}{res}{space 2}-71.24194{col 31}{space 2} 20.31022{col 42}{space 1}   -3.51{col 51}{space 3}0.000{col 59}{space 4}-111.1162{col 72}{space 3}-31.36771
{txt}l_sh_pop_age_3039 {c |}{col 19}{res}{space 2} 15.79623{col 31}{space 2} 39.62582{col 42}{space 1}    0.40{col 51}{space 3}0.690{col 59}{space 4}-61.99955{col 72}{space 3} 93.59201
{txt}l_sh_pop_age_4049 {c |}{col 19}{res}{space 2}-125.6618{col 31}{space 2} 36.65463{col 42}{space 1}   -3.43{col 51}{space 3}0.001{col 59}{space 4}-197.6243{col 72}{space 3}-53.69923
{txt}l_sh_pop_age_5059 {c |}{col 19}{res}{space 2} 20.14028{col 31}{space 2} 39.27929{col 42}{space 1}    0.51{col 51}{space 3}0.608{col 59}{space 4}-56.97516{col 72}{space 3} 97.25572
{txt}l_sh_pop_age_6069 {c |}{col 19}{res}{space 2} 76.09039{col 31}{space 2} 45.74074{col 42}{space 1}    1.66{col 51}{space 3}0.097{col 59}{space 4}-13.71055{col 72}{space 3} 165.8913
{txt}l_sh_pop_age_7079 {c |}{col 19}{res}{space 2}-76.00124{col 31}{space 2} 44.75727{col 42}{space 1}   -1.70{col 51}{space 3}0.090{col 59}{space 4}-163.8714{col 72}{space 3} 11.86891
{txt}l_sh_pop_age_8000 {c |}{col 19}{res}{space 2}-15.23118{col 31}{space 2} 40.64159{col 42}{space 1}   -0.37{col 51}{space 3}0.708{col 59}{space 4}-95.02117{col 72}{space 3} 64.55881
{txt}{space 3}l_sh_pop_white {c |}{col 19}{res}{space 2} 4.841554{col 31}{space 2} 6.814573{col 42}{space 1}    0.71{col 51}{space 3}0.478{col 59}{space 4}-8.537223{col 72}{space 3} 18.22033
{txt}{space 3}l_sh_pop_black {c |}{col 19}{res}{space 2}-29.41172{col 31}{space 2}  6.92887{col 42}{space 1}   -4.24{col 51}{space 3}0.000{col 59}{space 4}-43.01489{col 72}{space 3}-15.80855
{txt}{space 3}l_sh_pop_asian {c |}{col 19}{res}{space 2}-9.023537{col 31}{space 2} 12.39899{col 42}{space 1}   -0.73{col 51}{space 3}0.467{col 59}{space 4}-33.36597{col 72}{space 3} 15.31889
{txt}l_sh_pop_hispanic {c |}{col 19}{res}{space 2}-31.83306{col 31}{space 2}  3.92481{col 42}{space 1}   -8.11{col 51}{space 3}0.000{col 59}{space 4}-39.53848{col 72}{space 3}-24.12764
{txt}{space 12}_cons {c |}{col 19}{res}{space 2} 70.86437{col 31}{space 2} 24.56425{col 42}{space 1}    2.88{col 51}{space 3}0.004{col 59}{space 4} 22.63838{col 72}{space 3} 119.0904
{txt}{hline 18}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est6{txt} stored)

{com}. 
. esttab using "TableA29.tex", label keep(hub_manf_taa_10 hub_n_manf_taa_10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000  l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic ) order(hub_manf_taa_10 hub_n_manf_taa_10 l_shind_manuf_cbp l_sh_routine33 l_task_outsource shnr_pres1996 shnr_pres2000  l_sh_pop_f l_sh_pop_edu_c l_sh_fborn l_sh_pop_age_1019 l_sh_pop_age_2029 l_sh_pop_age_3039 l_sh_pop_age_4049 l_sh_pop_age_5059 l_sh_pop_age_6069 l_sh_pop_age_7079 l_sh_pop_age_8000 l_sh_pop_white l_sh_pop_black l_sh_pop_asian l_sh_pop_hispanic)  nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars  indicate("Census Division FE = *reg_midatl*")
{res}{txt}(note: file TableA29.tex not found)
(output written to {browse  `"TableA29.tex"'})

{com}. 
. ****************************************
. ****            Table A9            ****
. ****************************************
. 
. use "KimPelc_IO_CZ_Cluster.dta", clear
{txt}
{com}. 
. * Table A9: Industrial Hubs and Trade-Related Shocks
. 
. eststo clear 
{txt}
{com}. eststo: xi: reghdfe log_hub_taa_w_pw hub, noabsorb cluster(czone cluster_code)
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 1 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    48,374
{txt}Absorbing 1 HDFE group{col 51}F({res}   1{txt},{res}     66{txt}){col 67}= {res}     25.95
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.0081
{txt}{col 51}Adj R-squared{col 67}= {res}    0.0081
{txt}{col 1}Number of clusters ({res}czone{txt}) {col 30}= {res}       722{txt}{col 51}Within R-sq.{col 67}= {res}    0.0081
{txt}{col 1}Number of clusters ({res}cluster_code{txt}) {col 30}= {res}        67{txt}{col 51}Root MSE{col 67}= {res}    1.5246

{txt}{ralign 78:(Std. Err. adjusted for {res:67} clusters in czone cluster_code)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}log_hub_ta~w{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub {c |}{col 14}{res}{space 2} 1.178607{col 26}{space 2} .2313773{col 37}{space 1}    5.09{col 46}{space 3}0.000{col 54}{space 4} .7166478{col 67}{space 3} 1.640567
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .4959435{col 26}{space 2} .0677377{col 37}{space 1}    7.32{col 46}{space 3}0.000{col 54}{space 4} .3607007{col 67}{space 3} .6311862
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
({res}est1{txt} stored)

{com}. eststo: xi: reghdfe log_hub_taa_w_pw hub, absorb(czone) cluster(czone cluster_code)
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 1 iterations)
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    48,374
{txt}Absorbing 1 HDFE group{col 51}F({res}   1{txt},{res}     66{txt}){col 67}= {res}     32.92
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}= {res}    0.0000
{txt}{col 51}R-squared{col 67}= {res}    0.1312
{txt}{col 51}Adj R-squared{col 67}= {res}    0.1180
{txt}{col 1}Number of clusters ({res}czone{txt}) {col 30}= {res}       722{txt}{col 51}Within R-sq.{col 67}= {res}    0.0093
{txt}{col 1}Number of clusters ({res}cluster_code{txt}) {col 30}= {res}        67{txt}{col 51}Root MSE{col 67}= {res}    1.4377

{txt}{ralign 78:(Std. Err. adjusted for {res:67} clusters in czone cluster_code)}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}log_hub_ta~w{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}hub {c |}{col 14}{res}{space 2} 1.180592{col 26}{space 2} .2057761{col 37}{space 1}    5.74{col 46}{space 3}0.000{col 54}{space 4} .7697472{col 67}{space 3} 1.591438
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .4959158{col 26}{space 2} .0649537{col 37}{space 1}    7.63{col 46}{space 3}0.000{col 54}{space 4} .3662316{col 67}{space 3} .6256001
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 13}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text} Absorbed FE{col 14}{c |} Categories{col 27} - Redundant{col 39}  = Num. Coefs{col 54}{c |}
{res}{col 1}{text}{hline 13}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}       czone{col 14}{c |}{space 1}      722{col 27}{space 1}      722{col 39}{result}{space 1}        0{col 53}{text}*{col 54}{c |}
{res}{col 1}{text}{hline 13}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
* = FE nested within cluster; treated as redundant for DoF computation
{res}{txt}({res}est2{txt} stored)

{com}. eststo: xi: reghdfe log_hub_taa_w_pw hub i.cluster_code, absorb(czone) cluster(czone cluster_code)
{txt}i.cluster_code{col 19}_Icluster_c_1-116{col 39}(naturally coded; _Icluster_c_1 omitted)
{res}{txt}({browse "http://scorreia.com/research/hdfe.pdf":MWFE estimator} converged in 1 iterations)
{res}{txt}Warning: VCV matrix was non-positive semi-definite; adjustment from Cameron, Gelbach & Miller applied.
{txt}warning: missing F statistic; dropped variables due to collinearity or too few clusters
{res}
{txt}HDFE Linear regression{col 51}Number of obs{col 67}= {res}    48,374
{txt}Absorbing 1 HDFE group{col 51}{help j_robustsingular##|_new:F(  67,     66)}{col 67}=          {res}.
{txt}Statistics robust to heteroskedasticity{col 51}Prob > F{col 67}=          {res}.
{txt}{col 51}R-squared{col 67}= {res}    0.2545
{txt}{col 51}Adj R-squared{col 67}= {res}    0.2421
{txt}{col 1}Number of clusters ({res}czone{txt}) {col 30}= {res}       722{txt}{col 51}Within R-sq.{col 67}= {res}    0.1499
{txt}{col 1}Number of clusters ({res}cluster_code{txt}) {col 30}= {res}        67{txt}{col 51}Root MSE{col 67}= {res}    1.3327

{txt}{ralign 81:(Std. Err. adjusted for {res:67} clusters in czone cluster_code)}
{hline 16}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 17}{c |}{col 29}    Robust
{col 1}log_hub_taa_w~w{col 17}{c |}      Coef.{col 29}   Std. Err.{col 41}      t{col 49}   P>|t|{col 57}     [95% Con{col 70}f. Interval]
{hline 16}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}hub {c |}{col 17}{res}{space 2} 1.194198{col 29}{space 2} .1833273{col 40}{space 1}    6.51{col 49}{space 3}0.000{col 57}{space 4} .8281736{col 70}{space 3} 1.560223
{txt}{space 2}_Icluster_c_2 {c |}{col 17}{res}{space 2}-.4744003{col 29}{space 2} .0217511{col 40}{space 1}  -21.81{col 49}{space 3}0.000{col 57}{space 4}-.5178277{col 70}{space 3}-.4309729
{txt}{space 2}_Icluster_c_3 {c |}{col 17}{res}{space 2}-.1820798{col 29}{space 2} .0386586{col 40}{space 1}   -4.71{col 49}{space 3}0.000{col 57}{space 4}-.2592642{col 70}{space 3}-.1048954
{txt}{space 2}_Icluster_c_4 {c |}{col 17}{res}{space 2} 1.027996{col 29}{space 2} .0378379{col 40}{space 1}   27.17{col 49}{space 3}0.000{col 57}{space 4} .9524503{col 70}{space 3} 1.103542
{txt}{space 2}_Icluster_c_5 {c |}{col 17}{res}{space 2}-.1646561{col 29}{space 2}  .017772{col 40}{space 1}   -9.26{col 49}{space 3}0.000{col 57}{space 4}-.2001391{col 70}{space 3}-.1291732
{txt}{space 2}_Icluster_c_6 {c |}{col 17}{res}{space 2} .3726548{col 29}{space 2} .0193284{col 40}{space 1}   19.28{col 49}{space 3}0.000{col 57}{space 4} .3340643{col 70}{space 3} .4112452
{txt}{space 2}_Icluster_c_7 {c |}{col 17}{res}{space 2}-.5393807{col 29}{space 2} .0254714{col 40}{space 1}  -21.18{col 49}{space 3}0.000{col 57}{space 4}-.5902359{col 70}{space 3}-.4885256
{txt}{space 2}_Icluster_c_8 {c |}{col 17}{res}{space 2} .1137038{col 29}{space 2}  .023217{col 40}{space 1}    4.90{col 49}{space 3}0.000{col 57}{space 4} .0673497{col 70}{space 3}  .160058
{txt}{space 2}_Icluster_c_9 {c |}{col 17}{res}{space 2} .0200255{col 29}{space 2} .0216738{col 40}{space 1}    0.92{col 49}{space 3}0.359{col 57}{space 4}-.0232475{col 70}{space 3} .0632986
{txt}{space 1}_Icluster_c_10 {c |}{col 17}{res}{space 2}-.1170324{col 29}{space 2} .0199136{col 40}{space 1}   -5.88{col 49}{space 3}0.000{col 57}{space 4}-.1567913{col 70}{space 3}-.0772736
{txt}{space 1}_Icluster_c_11 {c |}{col 17}{res}{space 2} .2088435{col 29}{space 2} .0248944{col 40}{space 1}    8.39{col 49}{space 3}0.000{col 57}{space 4} .1591402{col 70}{space 3} .2585467
{txt}{space 1}_Icluster_c_12 {c |}{col 17}{res}{space 2}  .494472{col 29}{space 2} .0263116{col 40}{space 1}   18.79{col 49}{space 3}0.000{col 57}{space 4} .4419391{col 70}{space 3} .5470048
{txt}{space 1}_Icluster_c_13 {c |}{col 17}{res}{space 2}-.4522915{col 29}{space 2} .0193863{col 40}{space 1}  -23.33{col 49}{space 3}0.000{col 57}{space 4}-.4909976{col 70}{space 3}-.4135854
{txt}{space 1}_Icluster_c_14 {c |}{col 17}{res}{space 2} -.419979{col 29}{space 2} .0235941{col 40}{space 1}  -17.80{col 49}{space 3}0.000{col 57}{space 4}-.4670861{col 70}{space 3}-.3728718
{txt}{space 1}_Icluster_c_15 {c |}{col 17}{res}{space 2}-.5091801{col 29}{space 2} .0267257{col 40}{space 1}  -19.05{col 49}{space 3}0.000{col 57}{space 4}-.5625396{col 70}{space 3}-.4558206
{txt}{space 1}_Icluster_c_16 {c |}{col 17}{res}{space 2}-.3014275{col 29}{space 2} .0151746{col 40}{space 1}  -19.86{col 49}{space 3}0.000{col 57}{space 4}-.3317247{col 70}{space 3}-.2711304
{txt}{space 1}_Icluster_c_17 {c |}{col 17}{res}{space 2} -.530623{col 29}{space 2} .0213426{col 40}{space 1}  -24.86{col 49}{space 3}0.000{col 57}{space 4}-.5732349{col 70}{space 3}-.4880111
{txt}{space 1}_Icluster_c_18 {c |}{col 17}{res}{space 2}  .223557{col 29}{space 2} .0233947{col 40}{space 1}    9.56{col 49}{space 3}0.000{col 57}{space 4} .1768479{col 70}{space 3}  .270266
{txt}{space 1}_Icluster_c_19 {c |}{col 17}{res}{space 2} -.375752{col 29}{space 2} .0215767{col 40}{space 1}  -17.41{col 49}{space 3}0.000{col 57}{space 4}-.4188314{col 70}{space 3}-.3326727
{txt}{space 1}_Icluster_c_20 {c |}{col 17}{res}{space 2}-.4624212{col 29}{space 2} .0239845{col 40}{space 1}  -19.28{col 49}{space 3}0.000{col 57}{space 4}-.5103078{col 70}{space 3}-.4145346
{txt}{space 1}_Icluster_c_21 {c |}{col 17}{res}{space 2} .9999809{col 29}{space 2} .0337305{col 40}{space 1}   29.65{col 49}{space 3}0.000{col 57}{space 4} .9326358{col 70}{space 3} 1.067326
{txt}{space 1}_Icluster_c_22 {c |}{col 17}{res}{space 2}-.4571345{col 29}{space 2} .0210036{col 40}{space 1}  -21.76{col 49}{space 3}0.000{col 57}{space 4}-.4990695{col 70}{space 3}-.4151994
{txt}{space 1}_Icluster_c_23 {c |}{col 17}{res}{space 2} 1.252144{col 29}{space 2} .0411655{col 40}{space 1}   30.42{col 49}{space 3}0.000{col 57}{space 4} 1.169955{col 70}{space 3} 1.334334
{txt}{space 1}_Icluster_c_24 {c |}{col 17}{res}{space 2}-.2411059{col 29}{space 2} .0163993{col 40}{space 1}  -14.70{col 49}{space 3}0.000{col 57}{space 4} -.273848{col 70}{space 3}-.2083637
{txt}{space 1}_Icluster_c_25 {c |}{col 17}{res}{space 2}-.5314185{col 29}{space 2} .0236379{col 40}{space 1}  -22.48{col 49}{space 3}0.000{col 57}{space 4} -.578613{col 70}{space 3}-.4842239
{txt}{space 1}_Icluster_c_26 {c |}{col 17}{res}{space 2}-.4888083{col 29}{space 2} .0193014{col 40}{space 1}  -25.33{col 49}{space 3}0.000{col 57}{space 4}-.5273448{col 70}{space 3}-.4502718
{txt}{space 1}_Icluster_c_27 {c |}{col 17}{res}{space 2} 1.559417{col 29}{space 2} .0483944{col 40}{space 1}   32.22{col 49}{space 3}0.000{col 57}{space 4} 1.462795{col 70}{space 3}  1.65604
{txt}{space 1}_Icluster_c_28 {c |}{col 17}{res}{space 2}-.4060552{col 29}{space 2} .0263767{col 40}{space 1}  -15.39{col 49}{space 3}0.000{col 57}{space 4}-.4587181{col 70}{space 3}-.3533924
{txt}{space 1}_Icluster_c_29 {c |}{col 17}{res}{space 2} -.135001{col 29}{space 2} .0185883{col 40}{space 1}   -7.26{col 49}{space 3}0.000{col 57}{space 4}-.1721137{col 70}{space 3}-.0978884
{txt}{space 1}_Icluster_c_30 {c |}{col 17}{res}{space 2} .5121673{col 29}{space 2} .0289728{col 40}{space 1}   17.68{col 49}{space 3}0.000{col 57}{space 4} .4543213{col 70}{space 3} .5700133
{txt}{space 1}_Icluster_c_31 {c |}{col 17}{res}{space 2}-.3373362{col 29}{space 2} .0236301{col 40}{space 1}  -14.28{col 49}{space 3}0.000{col 57}{space 4}-.3845153{col 70}{space 3}-.2901572
{txt}{space 1}_Icluster_c_32 {c |}{col 17}{res}{space 2} .4637074{col 29}{space 2} .0376965{col 40}{space 1}   12.30{col 49}{space 3}0.000{col 57}{space 4}  .388444{col 70}{space 3} .5389708
{txt}{space 1}_Icluster_c_33 {c |}{col 17}{res}{space 2}-.3775488{col 29}{space 2} .0220924{col 40}{space 1}  -17.09{col 49}{space 3}0.000{col 57}{space 4}-.4216577{col 70}{space 3}-.3334399
{txt}{space 1}_Icluster_c_34 {c |}{col 17}{res}{space 2}-.4584445{col 29}{space 2} .0233611{col 40}{space 1}  -19.62{col 49}{space 3}0.000{col 57}{space 4}-.5050864{col 70}{space 3}-.4118026
{txt}{space 1}_Icluster_c_35 {c |}{col 17}{res}{space 2} .0161964{col 29}{space 2} .0321136{col 40}{space 1}    0.50{col 49}{space 3}0.616{col 57}{space 4}-.0479205{col 70}{space 3} .0803133
{txt}{space 1}_Icluster_c_36 {c |}{col 17}{res}{space 2}  .476472{col 29}{space 2} .0306409{col 40}{space 1}   15.55{col 49}{space 3}0.000{col 57}{space 4} .4152955{col 70}{space 3} .5376485
{txt}{space 1}_Icluster_c_37 {c |}{col 17}{res}{space 2}-.4484498{col 29}{space 2} .0172111{col 40}{space 1}  -26.06{col 49}{space 3}0.000{col 57}{space 4}-.4828129{col 70}{space 3}-.4140868
{txt}{space 1}_Icluster_c_38 {c |}{col 17}{res}{space 2} .9634052{col 29}{space 2} .0480218{col 40}{space 1}   20.06{col 49}{space 3}0.000{col 57}{space 4} .8675266{col 70}{space 3} 1.059284
{txt}{space 1}_Icluster_c_39 {c |}{col 17}{res}{space 2}-.1343695{col 29}{space 2} .0204037{col 40}{space 1}   -6.59{col 49}{space 3}0.000{col 57}{space 4}-.1751067{col 70}{space 3}-.0936322
{txt}{space 1}_Icluster_c_40 {c |}{col 17}{res}{space 2} 1.378497{col 29}{space 2} .0453221{col 40}{space 1}   30.42{col 49}{space 3}0.000{col 57}{space 4} 1.288009{col 70}{space 3} 1.468986
{txt}{space 1}_Icluster_c_41 {c |}{col 17}{res}{space 2} .5641625{col 29}{space 2} .0379083{col 40}{space 1}   14.88{col 49}{space 3}0.000{col 57}{space 4} .4884761{col 70}{space 3} .6398488
{txt}{space 1}_Icluster_c_42 {c |}{col 17}{res}{space 2} .1996813{col 29}{space 2} .0314763{col 40}{space 1}    6.34{col 49}{space 3}0.000{col 57}{space 4} .1368369{col 70}{space 3} .2625257
{txt}{space 1}_Icluster_c_43 {c |}{col 17}{res}{space 2}-.5578313{col 29}{space 2} .0252407{col 40}{space 1}  -22.10{col 49}{space 3}0.000{col 57}{space 4}-.6082261{col 70}{space 3}-.5074365
{txt}{space 1}_Icluster_c_44 {c |}{col 17}{res}{space 2}-.0647679{col 29}{space 2} .0237566{col 40}{space 1}   -2.73{col 49}{space 3}0.008{col 57}{space 4}-.1121996{col 70}{space 3}-.0173363
{txt}{space 1}_Icluster_c_45 {c |}{col 17}{res}{space 2} -.176348{col 29}{space 2} .0157493{col 40}{space 1}  -11.20{col 49}{space 3}0.000{col 57}{space 4}-.2077926{col 70}{space 3}-.1449035
{txt}{space 1}_Icluster_c_46 {c |}{col 17}{res}{space 2}-.1697749{col 29}{space 2} .0202653{col 40}{space 1}   -8.38{col 49}{space 3}0.000{col 57}{space 4}-.2102359{col 70}{space 3} -.129314
{txt}{space 1}_Icluster_c_47 {c |}{col 17}{res}{space 2} .7146269{col 29}{space 2} .0330638{col 40}{space 1}   21.61{col 49}{space 3}0.000{col 57}{space 4}  .648613{col 70}{space 3} .7806409
{txt}{space 1}_Icluster_c_48 {c |}{col 17}{res}{space 2}-.4553809{col 29}{space 2} .0183206{col 40}{space 1}  -24.86{col 49}{space 3}0.000{col 57}{space 4}-.4919592{col 70}{space 3}-.4188026
{txt}{space 1}_Icluster_c_49 {c |}{col 17}{res}{space 2} .7652926{col 29}{space 2} .0396723{col 40}{space 1}   19.29{col 49}{space 3}0.000{col 57}{space 4} .6860843{col 70}{space 3} .8445009
{txt}{space 1}_Icluster_c_50 {c |}{col 17}{res}{space 2}-.3349043{col 29}{space 2} .0242786{col 40}{space 1}  -13.79{col 49}{space 3}0.000{col 57}{space 4} -.383378{col 70}{space 3}-.2864306
{txt}{space 1}_Icluster_c_51 {c |}{col 17}{res}{space 2} .9103974{col 29}{space 2} .0434467{col 40}{space 1}   20.95{col 49}{space 3}0.000{col 57}{space 4} .8236533{col 70}{space 3} .9971415
{txt}_Icluster_c_101 {c |}{col 17}{res}{space 2}-.4756854{col 29}{space 2} .0194815{col 40}{space 1}  -24.42{col 49}{space 3}0.000{col 57}{space 4}-.5145815{col 70}{space 3}-.4367892
{txt}_Icluster_c_102 {c |}{col 17}{res}{space 2} .1292778{col 29}{space 2} .0182979{col 40}{space 1}    7.07{col 49}{space 3}0.000{col 57}{space 4} .0927449{col 70}{space 3} .1658107
{txt}_Icluster_c_103 {c |}{col 17}{res}{space 2}-.4769974{col 29}{space 2} .0207562{col 40}{space 1}  -22.98{col 49}{space 3}0.000{col 57}{space 4}-.5184384{col 70}{space 3}-.4355563
{txt}_Icluster_c_104 {c |}{col 17}{res}{space 2}-.4471641{col 29}{space 2}  .021989{col 40}{space 1}  -20.34{col 49}{space 3}0.000{col 57}{space 4}-.4910665{col 70}{space 3}-.4032618
{txt}_Icluster_c_105 {c |}{col 17}{res}{space 2}-.2561376{col 29}{space 2}  .022218{col 40}{space 1}  -11.53{col 49}{space 3}0.000{col 57}{space 4}-.3004972{col 70}{space 3} -.211778
{txt}_Icluster_c_106 {c |}{col 17}{res}{space 2}-.4486026{col 29}{space 2} .0210703{col 40}{space 1}  -21.29{col 49}{space 3}0.000{col 57}{space 4}-.4906708{col 70}{space 3}-.4065345
{txt}_Icluster_c_107 {c |}{col 17}{res}{space 2}-.3714542{col 29}{space 2} .0178166{col 40}{space 1}  -20.85{col 49}{space 3}0.000{col 57}{space 4}-.4070262{col 70}{space 3}-.3358821
{txt}_Icluster_c_108 {c |}{col 17}{res}{space 2}-.4591994{col 29}{space 2}  .023786{col 40}{space 1}  -19.31{col 49}{space 3}0.000{col 57}{space 4}-.5066896{col 70}{space 3}-.4117091
{txt}_Icluster_c_109 {c |}{col 17}{res}{space 2}-.4660105{col 29}{space 2} .0238474{col 40}{space 1}  -19.54{col 49}{space 3}0.000{col 57}{space 4}-.5136235{col 70}{space 3}-.4183975
{txt}_Icluster_c_110 {c |}{col 17}{res}{space 2}-.4362733{col 29}{space 2} .0203642{col 40}{space 1}  -21.42{col 49}{space 3}0.000{col 57}{space 4}-.4769317{col 70}{space 3}-.3956148
{txt}_Icluster_c_111 {c |}{col 17}{res}{space 2}-.5272909{col 29}{space 2} .0242767{col 40}{space 1}  -21.72{col 49}{space 3}0.000{col 57}{space 4} -.575761{col 70}{space 3}-.4788208
{txt}_Icluster_c_112 {c |}{col 17}{res}{space 2} .0123965{col 29}{space 2} .0250613{col 40}{space 1}    0.49{col 49}{space 3}0.622{col 57}{space 4}-.0376399{col 70}{space 3} .0624329
{txt}_Icluster_c_113 {c |}{col 17}{res}{space 2}-.5393537{col 29}{space 2} .0229024{col 40}{space 1}  -23.55{col 49}{space 3}0.000{col 57}{space 4}-.5850797{col 70}{space 3}-.4936276
{txt}_Icluster_c_114 {c |}{col 17}{res}{space 2}  -.53157{col 29}{space 2} .0243733{col 40}{space 1}  -21.81{col 49}{space 3}0.000{col 57}{space 4}-.5802329{col 70}{space 3} -.482907
{txt}_Icluster_c_115 {c |}{col 17}{res}{space 2}-.3863794{col 29}{space 2} .0229373{col 40}{space 1}  -16.85{col 49}{space 3}0.000{col 57}{space 4}-.4321752{col 70}{space 3}-.3405835
{txt}_Icluster_c_116 {c |}{col 17}{res}{space 2}-.3692015{col 29}{space 2} .0244772{col 40}{space 1}  -15.08{col 49}{space 3}0.000{col 57}{space 4}-.4180718{col 70}{space 3}-.3203312
{txt}{space 10}_cons {c |}{col 17}{res}{space 2} .5422359{col 29}{space 2} .0080626{col 40}{space 1}   67.25{col 49}{space 3}0.000{col 57}{space 4} .5261384{col 70}{space 3} .5583334
{txt}{hline 16}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}
{txt}Absorbed degrees of freedom:
{res}{col 1}{text}{hline 13}{c TT}{hline 12}{hline 12}{hline 14}{hline 1}{c TRC}
{col 1}{text} Absorbed FE{col 14}{c |} Categories{col 27} - Redundant{col 39}  = Num. Coefs{col 54}{c |}
{res}{col 1}{text}{hline 13}{c +}{hline 12}{hline 12}{hline 14}{hline 1}{c RT}
{col 1}{text}       czone{col 14}{c |}{space 1}      722{col 27}{space 1}      722{col 39}{result}{space 1}        0{col 53}{text}*{col 54}{c |}
{res}{col 1}{text}{hline 13}{c BT}{hline 12}{hline 12}{hline 14}{hline 1}{c BRC}
* = FE nested within cluster; treated as redundant for DoF computation
{res}{txt}({res}est3{txt} stored)

{com}. esttab using "TableA9.tex", label keep(hub) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars 
{res}{txt}(note: file TableA9.tex not found)
(output written to {browse  `"TableA9.tex"'})

{com}. 
. ********************************************
. ****          Table A10                 ****
. ********************************************
. 
. use "KimPelc_IO_CZ.dta", clear
{txt}
{com}. 
. * Table A10: Hub and Chinese Imports Shock 
. 
. eststo clear 
{txt}
{com}. eststo: reg  d_imp_usch_pd_0008 hub_cz

{txt}      Source {c |}       SS           df       MS      Number of obs   ={res}       722
{txt}{hline 13}{c +}{hline 34}   F(1, 720)       = {res}     7.80
{txt}       Model {c |} {res} 6.04129768         1  6.04129768   {txt}Prob > F        ={res}    0.0054
{txt}    Residual {c |} {res} 557.543973       720  .774366629   {txt}R-squared       ={res}    0.0107
{txt}{hline 13}{c +}{hline 34}   Adj R-squared   ={res}    0.0093
{txt}       Total {c |} {res}  563.58527       721  .781671665   {txt}Root MSE        =   {res} .87998

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}d_imp_u~0008{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}hub_cz {c |}{col 14}{res}{space 2} .3671835{col 26}{space 2} .1314593{col 37}{space 1}    2.79{col 46}{space 3}0.005{col 54}{space 4} .1090941{col 67}{space 3} .6252729
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .5986503{col 26}{space 2} .1270143{col 37}{space 1}    4.71{col 46}{space 3}0.000{col 54}{space 4} .3492876{col 67}{space 3}  .848013
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}({res}est1{txt} stored)

{com}. 
. esttab using "TableA10.tex", label keep(hub_cz) order(hub_cz) nonotes se(3) b(3) replace star(+ 0.10 * 0.05 ** 0.01) compress nogaps nodepvars 
{res}{txt}(note: file TableA10.tex not found)
(output written to {browse  `"TableA10.tex"'})

{com}. 
{txt}end of do-file

{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}/Users/sungkim/Library/CloudStorage/Dropbox/KimPelc_Concentration/replication/dataverse/KimPelc_IO_Main.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res} 1 Oct 2025, 19:27:01
{txt}{.-}
{smcl}
{txt}{sf}{ul off}